Dataset info
| Number of variables | 201 |
|---|---|
| Number of observations | 1206 |
| Missing cells | 28678 (11.8%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 1.5 KiB |
Variables types
| Numeric | 61 |
|---|---|
| Categorical | 37 |
| Boolean | 35 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 68 |
| Unsupported | 0 |
Warnings
ASR_Aggr_Raw has 143 (11.9%) zeros | Zeros |
ASR_Aggr_T is highly correlated with ASR_Aggr_Raw (ρ = 0.9629530913) | Rejected |
ASR_Anxd_Raw is highly correlated with ASR_Anxd_Pct (ρ = 0.9675608446) | Rejected |
ASR_Attn_Raw has 52 (4.3%) zeros | Zeros |
ASR_Attn_T is highly correlated with ASR_Attn_Raw (ρ = 0.9662193012) | Rejected |
ASR_Crit_Raw has 97 (8.0%) zeros | Zeros |
ASR_Extn_Raw has 50 (4.1%) zeros | Zeros |
ASR_Extn_T is highly correlated with ASR_Extn_Raw (ρ = 0.9480227159) | Rejected |
ASR_Intn_Raw is highly correlated with ASR_Anxd_Raw (ρ = 0.9329209366) | Rejected |
ASR_Intn_T is highly correlated with ASR_Intn_Raw (ρ = 0.9601502453) | Rejected |
ASR_Intr_Raw has 278 (23.1%) zeros | Zeros |
ASR_Intr_T is highly correlated with ASR_Intr_Raw (ρ = 0.9563383411) | Rejected |
ASR_Rule_Raw has 315 (26.1%) zeros | Zeros |
ASR_Rule_T is highly correlated with ASR_Rule_Raw (ρ = 0.9775171756) | Rejected |
ASR_Soma_Raw has 321 (26.6%) zeros | Zeros |
ASR_Soma_T is highly correlated with ASR_Soma_Raw (ρ = 0.9848793778) | Rejected |
ASR_TAO_Sum is highly correlated with ASR_Oth_Raw (ρ = 0.9191483444) | Rejected |
ASR_Thot_Raw has 302 (25.0%) zeros | Zeros |
ASR_Thot_T is highly correlated with ASR_Thot_Raw (ρ = 0.9682952598) | Rejected |
ASR_Totp_Raw is highly correlated with ASR_TAO_Sum (ρ = 0.9402141637) | Rejected |
ASR_Totp_T is highly correlated with ASR_Totp_Raw (ρ = 0.9693088556) | Rejected |
ASR_Witd_Raw has 315 (26.1%) zeros | Zeros |
ASR_Witd_T is highly correlated with ASR_Witd_Raw (ρ = 0.9681818142) | Rejected |
Avg_Weekday_Any_Tobacco_7days has 959 (79.5%) zeros | Zeros |
Avg_Weekday_Any_Tobacco_7days has 28 (2.3%) missing values | Missing |
Avg_Weekday_Beer_Wine_Cooler_7days has 799 (66.3%) zeros | Zeros |
Avg_Weekday_Beer_Wine_Cooler_7days has 27 (2.2%) missing values | Missing |
Avg_Weekday_Chew_7days is highly skewed (γ1 = 23.57915549) | Skewed |
Avg_Weekday_Chew_7days has 1150 (95.4%) zeros | Zeros |
Avg_Weekday_Chew_7days has 28 (2.3%) missing values | Missing |
Avg_Weekday_Cigarettes_7days is highly correlated with Avg_Weekday_Any_Tobacco_7days (ρ = 0.9570962834) | Rejected |
Avg_Weekday_Cigars_7days is highly skewed (γ1 = 25.56929351) | Skewed |
Avg_Weekday_Cigars_7days has 1165 (96.6%) zeros | Zeros |
Avg_Weekday_Cigars_7days has 28 (2.3%) missing values | Missing |
Avg_Weekday_Drinks_7days has 602 (49.9%) zeros | Zeros |
Avg_Weekday_Drinks_7days has 27 (2.2%) missing values | Missing |
Avg_Weekday_Hard_Liquor_7days has 965 (80.0%) zeros | Zeros |
Avg_Weekday_Hard_Liquor_7days has 27 (2.2%) missing values | Missing |
Avg_Weekday_Malt_Liquor_7days has 1165 (96.6%) zeros | Zeros |
Avg_Weekday_Malt_Liquor_7days has 27 (2.2%) missing values | Missing |
Avg_Weekday_Other_Alc_7days has 27 (2.2%) missing values | Missing |
Avg_Weekday_Other_Tobacco_7days is highly skewed (γ1 = 33.6664285) | Skewed |
Avg_Weekday_Other_Tobacco_7days has 1166 (96.7%) zeros | Zeros |
Avg_Weekday_Other_Tobacco_7days has 28 (2.3%) missing values | Missing |
Avg_Weekday_Pipes_7days has 28 (2.3%) missing values | Missing |
Avg_Weekday_Snuff_7days has 28 (2.3%) missing values | Missing |
Avg_Weekday_Wine_7days has 1007 (83.5%) zeros | Zeros |
Avg_Weekday_Wine_7days has 27 (2.2%) missing values | Missing |
Avg_Weekend_Any_Tobacco_7days is highly correlated with Avg_Weekday_Cigarettes_7days (ρ = 0.9167324314) | Rejected |
Avg_Weekend_Beer_Wine_Cooler_7days has 786 (65.2%) zeros | Zeros |
Avg_Weekend_Beer_Wine_Cooler_7days has 27 (2.2%) missing values | Missing |
Avg_Weekend_Chew_7days is highly correlated with Avg_Weekday_Chew_7days (ρ = 0.9944871062) | Rejected |
Avg_Weekend_Cigarettes_7days is highly correlated with Avg_Weekend_Any_Tobacco_7days (ρ = 0.9590207116) | Rejected |
Avg_Weekend_Cigars_7days has 28 (2.3%) missing values | Missing |
Avg_Weekend_Drinks_7days has 594 (49.3%) zeros | Zeros |
Avg_Weekend_Drinks_7days has 27 (2.2%) missing values | Missing |
Avg_Weekend_Hard_Liquor_7days has 960 (79.6%) zeros | Zeros |
Avg_Weekend_Hard_Liquor_7days has 27 (2.2%) missing values | Missing |
Avg_Weekend_Malt_Liquor_7days has 27 (2.2%) missing values | Missing |
Avg_Weekend_Other_Alc_7days has 27 (2.2%) missing values | Missing |
Avg_Weekend_Other_Tobacco_7days is highly correlated with Avg_Weekday_Other_Tobacco_7days (ρ = 0.9964465936) | Rejected |
Avg_Weekend_Pipes_7days has 28 (2.3%) missing values | Missing |
Avg_Weekend_Snuff_7days has 28 (2.3%) missing values | Missing |
Avg_Weekend_Wine_7days has 1051 (87.1%) zeros | Zeros |
Avg_Weekend_Wine_7days has 27 (2.2%) missing values | Missing |
BPDiastolic has 23 (1.9%) missing values | Missing |
BPSystolic has 23 (1.9%) missing values | Missing |
Correction has 1051 (87.1%) zeros | Zeros |
Correction has 16 (1.3%) missing values | Missing |
DSM_Adh_Raw has 59 (4.9%) zeros | Zeros |
DSM_Adh_T is highly correlated with DSM_Adh_Raw (ρ = 0.9603533097) | Rejected |
DSM_Antis_Raw has 189 (15.7%) zeros | Zeros |
DSM_Antis_T is highly correlated with DSM_Antis_Raw (ρ = 0.9647452774) | Rejected |
DSM_Anxi_Raw has 89 (7.4%) zeros | Zeros |
DSM_Anxi_T is highly correlated with DSM_Anxi_Raw (ρ = 0.9127187845) | Rejected |
DSM_Avoid_Raw has 218 (18.1%) zeros | Zeros |
DSM_Avoid_T is highly correlated with DSM_Avoid_Raw (ρ = 0.9652693163) | Rejected |
DSM_Depr_Raw has 83 (6.9%) zeros | Zeros |
DSM_Depr_T is highly correlated with DSM_Depr_Raw (ρ = 0.9727992304) | Rejected |
DSM_Hype_Raw has 204 (16.9%) zeros | Zeros |
DSM_Inat_Raw is highly correlated with ASR_Attn_Raw (ρ = 0.9053766925) | Rejected |
DSM_Somp_Raw is highly correlated with ASR_Soma_T (ρ = 0.9393240397) | Rejected |
DSM_Somp_T is highly correlated with DSM_Somp_Raw (ρ = 0.9823600306) | Rejected |
Eye has 303 (25.1%) missing values | Missing |
Family_ID has a high cardinality: 457 distinct values | Warning |
HbA1C has 381 (31.6%) missing values | Missing |
Hematocrit_1 has 105 (8.7%) missing values | Missing |
Hematocrit_2 is highly correlated with Hematocrit_1 (ρ = 0.9410105865) | Rejected |
Hyperthyroidism has 552 (45.8%) missing values | Missing |
Hyperthyroidism_Onset is highly correlated with Father_ID (ρ = 1) | Rejected |
Hypothyroidism has 552 (45.8%) missing values | Missing |
Hypothyroidism_Onset has 1202 (99.7%) missing values | Missing |
Menstrual_AgeBegan is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
Menstrual_AgeIrreg is highly correlated with Hypothyroidism_Onset (ρ = 1) | Rejected |
Menstrual_AgeStop has 1177 (97.6%) missing values | Missing |
Menstrual_BirthControlCode has 1019 (84.5%) missing values | Missing |
Menstrual_CycleLength has 552 (45.8%) missing values | Missing |
Menstrual_DaysSinceLast has 15 (1.2%) zeros | Zeros |
Menstrual_DaysSinceLast has 558 (46.3%) missing values | Missing |
Menstrual_Explain has a high cardinality: 149 distinct values | Warning |
Menstrual_Explain has 1055 (87.5%) missing values | Missing |
Menstrual_MonthsSinceStop is highly correlated with Menstrual_DaysSinceLast (ρ = 0.9985947989) | Rejected |
Menstrual_RegCycles is highly correlated with Hypothyroidism_Onset (ρ = 0.9370425713) | Rejected |
Menstrual_UsingBirthControl has 552 (45.8%) missing values | Missing |
Num_Days_Drank_7days has 449 (37.2%) zeros | Zeros |
Num_Days_Used_Any_Tobacco_7days is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
OtherEndocrine_ProbOnset has 1186 (98.3%) missing values | Missing |
OtherEndocrn_Prob has 551 (45.7%) missing values | Missing |
SSAGA_Agoraphobia has 33 (2.7%) missing values | Missing |
SSAGA_Alc_12_Drinks_Per_Day has 80 (6.6%) zeros | Zeros |
SSAGA_Alc_12_Drinks_Per_Day has 68 (5.6%) missing values | Missing |
SSAGA_Alc_12_Frq is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_Alc_12_Frq_5plus is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_Alc_12_Frq_Drk has 66 (5.5%) missing values | Missing |
SSAGA_Alc_12_Max_Drinks has 80 (6.6%) zeros | Zeros |
SSAGA_Alc_12_Max_Drinks has 66 (5.5%) missing values | Missing |
SSAGA_Alc_Age_1st_Use is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_Alc_Hvy_Drinks_Per_Day has 68 (5.6%) missing values | Missing |
SSAGA_Alc_Hvy_Frq has 66 (5.5%) missing values | Missing |
SSAGA_Alc_Hvy_Frq_5plus has 66 (5.5%) missing values | Missing |
SSAGA_Alc_Hvy_Frq_Drk has 66 (5.5%) missing values | Missing |
SSAGA_Alc_Hvy_Max_Drinks has 66 (5.5%) missing values | Missing |
SSAGA_BMICat is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_BMICatHeaviest is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_ChildhoodConduct is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_Depressive_Ep has 33 (2.7%) missing values | Missing |
SSAGA_Depressive_Sx is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_FTND_Score is highly correlated with Menstrual_MonthsSinceStop (ρ = 0.9983737378) | Rejected |
SSAGA_HSI_Score is highly correlated with SSAGA_FTND_Score (ρ = 0.9371991175) | Rejected |
SSAGA_InSchool is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_Mj_Age_1st_Use has 552 (45.8%) missing values | Missing |
SSAGA_Mj_Times_Used is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_Mj_Use is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_TB_Age_1st_Cig is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_TB_DSM_Difficulty_Quitting has 876 (72.6%) missing values | Missing |
SSAGA_TB_DSM_Tolerance has 876 (72.6%) missing values | Missing |
SSAGA_TB_DSM_Withdrawal is highly correlated with Hypothyroidism_Onset (ρ = 1) | Rejected |
SSAGA_TB_Hvy_CPD is highly correlated with Hypothyroidism_Onset (ρ = 1) | Rejected |
SSAGA_TB_Max_Cigs is highly correlated with Hypothyroidism_Onset (ρ = 1) | Rejected |
SSAGA_TB_Reg_CPD has 876 (72.6%) missing values | Missing |
SSAGA_TB_Still_Smoking is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
SSAGA_TB_Yrs_Since_Quit is highly correlated with Hypothyroidism_Onset (ρ = 1) | Rejected |
SSAGA_TB_Yrs_Smoked is highly correlated with Hypothyroidism_Onset (ρ = 1) | Rejected |
SSAGA_Times_Used_Illicits has 944 (78.3%) zeros | Zeros |
Subject is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
TestRetestInterval is highly correlated with OtherEndocrine_ProbOnset (ρ = 1) | Rejected |
THC is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
ThyroidHormone has 372 (30.8%) missing values | Missing |
Times_Used_Any_Tobacco_Today is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
Total_Any_Tobacco_7days is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
Total_Beer_Wine_Cooler_7days has 645 (53.5%) zeros | Zeros |
Total_Beer_Wine_Cooler_7days has 27 (2.2%) missing values | Missing |
Total_Chew_7days is highly correlated with Avg_Weekend_Chew_7days (ρ = 0.9971733768) | Rejected |
Total_Cigarettes_7days is highly correlated with Total_Any_Tobacco_7days (ρ = 0.9570617104) | Rejected |
Total_Cigars_7days is highly correlated with Avg_Weekend_Cigars_7days (ρ = 0.9462721783) | Rejected |
Total_Drinks_7days has 426 (35.3%) zeros | Zeros |
Total_Drinks_7days has 27 (2.2%) missing values | Missing |
Total_Hard_Liquor_7days has 838 (69.5%) zeros | Zeros |
Total_Hard_Liquor_7days has 27 (2.2%) missing values | Missing |
Total_Malt_Liquor_7days is highly correlated with Avg_Weekday_Malt_Liquor_7days (ρ = 0.9491251553) | Rejected |
Total_Other_Alc_7days is highly correlated with Avg_Weekend_Other_Alc_7days (ρ = 0.9033465066) | Rejected |
Total_Other_Tobacco_7days is highly correlated with Avg_Weekend_Other_Tobacco_7days (ρ = 0.9981866716) | Rejected |
Total_Pipes_7days is highly correlated with Avg_Weekend_Pipes_7days (ρ = 1) | Rejected |
Total_Snuff_7days is highly correlated with Avg_Weekend_Snuff_7days (ρ = 0.9405001294) | Rejected |
Total_Wine_7days is highly correlated with Avg_Weekday_Wine_7days (ρ = 0.9012782036) | Rejected |
Weight is highly correlated with Hyperthyroidism_Onset (ρ = 1) | Rejected |
Age_in_Yrs
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 28.83747927 |
|---|---|
| Minimum | 22 |
| Maximum | 37 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 26 |
| Median | 29 |
| Q3 | 32 |
| 95-th percentile | 35 |
| Maximum | 37 |
| Range | 15 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 3.690533582 |
|---|---|
| Coef of variation | 0.1279769826 |
| Kurtosis | -0.9218784161 |
| Mean | 28.83747927 |
| MAD | 3.105618948 |
| Skewness | -0.0543894269 |
| Sum | 34778 |
| Variance | 13.62003812 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=16)
Histogram with variable size bins (bins=[22. 22.5 25.5 33.5 35.5 37. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 27 | 122 | 10.1% | |
| 29 | 107 | 8.9% | |
| 28 | 104 | 8.6% | |
| 30 | 99 | 8.2% | |
| 32 | 98 | 8.1% | |
| 31 | 98 | 8.1% | |
| 26 | 95 | 7.9% | |
| 33 | 92 | 7.6% | |
| 25 | 78 | 6.5% | |
| 34 | 67 | 5.6% | |
| Other values (6) | 246 | 20.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 22 | 55 | 4.6% | |
| 23 | 65 | 5.4% | |
| 24 | 49 | 4.1% | |
| 25 | 78 | 6.5% | |
| 26 | 95 | 7.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 37 | 1 | 0.1% | |
| 36 | 13 | 1.1% | |
| 35 | 63 | 5.2% | |
| 34 | 67 | 5.6% | |
| 33 | 92 | 7.6% |
Amphetamines
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 14 |
| Value | Count | Frequency (%) | |
| False | 1192 | 98.8% | |
| True | 14 | 1.2% |
ASR_Aggr_Raw
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.856427379 |
|---|---|
| Minimum | 0 |
| Maximum | 27 |
| Zeros (%) | 11.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 11 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 3.469319583 |
|---|---|
| Coef of variation | 0.8996200997 |
| Kurtosis | 4.254938027 |
| Mean | 3.856427379 |
| MAD | 2.601174467 |
| Skewness | 1.63528782 |
| Sum | 4620 |
| Variance | 12.03617837 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) | |
| 1 | 192 | 15.9% | |
| 2 | 185 | 15.3% | |
| 0 | 143 | 11.9% | |
| 3 | 134 | 11.1% | |
| 4 | 132 | 10.9% | |
| 5 | 130 | 10.8% | |
| 6 | 79 | 6.6% | |
| 7 | 57 | 4.7% | |
| 8 | 33 | 2.7% | |
| 9 | 27 | 2.2% | |
| Other values (12) | 86 | 7.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 143 | 11.9% | |
| 1 | 192 | 15.9% | |
| 2 | 185 | 15.3% | |
| 3 | 134 | 11.1% | |
| 4 | 132 | 10.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 27 | 1 | 0.1% | |
| 25 | 1 | 0.1% | |
| 20 | 1 | 0.1% | |
| 18 | 3 | 0.2% | |
| 17 | 1 | 0.1% |
ASR_Aggr_T
Highly correlated
This variable is highly correlated with ASR_Aggr_Raw and should be ignored for analysis
| Correlation | 0.9629530913 |
|---|
ASR_Anxd_Pct
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | 2.8% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 54.03171953 |
|---|---|
| Minimum | 50 |
| Maximum | 94 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 50 |
| Median | 51 |
| Q3 | 56 |
| 95-th percentile | 67 |
| Maximum | 94 |
| Range | 44 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 6.358201714 |
|---|---|
| Coef of variation | 0.1176753538 |
| Kurtosis | 6.171291603 |
| Mean | 54.03171953 |
| MAD | 4.670073383 |
| Skewness | 2.24752057 |
| Sum | 64730 |
| Variance | 40.42672904 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) | |
| 50 | 559 | 46.4% | |
| 51 | 101 | 8.4% | |
| 52 | 82 | 6.8% | |
| 56 | 69 | 5.7% | |
| 53 | 67 | 5.6% | |
| 54 | 54 | 4.5% | |
| 60 | 42 | 3.5% | |
| 58 | 41 | 3.4% | |
| 62 | 33 | 2.7% | |
| 63 | 24 | 2.0% | |
| Other values (23) | 126 | 10.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 50 | 559 | 46.4% | |
| 51 | 101 | 8.4% | |
| 52 | 82 | 6.8% | |
| 53 | 67 | 5.6% | |
| 54 | 54 | 4.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 94 | 1 | 0.1% | |
| 89 | 2 | 0.2% | |
| 86 | 1 | 0.1% | |
| 84 | 2 | 0.2% | |
| 83 | 2 | 0.2% |
ASR_Anxd_Raw
Highly correlated
This variable is highly correlated with ASR_Anxd_Pct and should be ignored for analysis
| Correlation | 0.9675608446 |
|---|
ASR_Attn_Raw
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 2.2% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.371452421 |
|---|---|
| Minimum | 0 |
| Maximum | 27 |
| Zeros (%) | 4.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 6 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 4.306714432 |
|---|---|
| Coef of variation | 0.6759391969 |
| Kurtosis | 0.9751571816 |
| Mean | 6.371452421 |
| MAD | 3.441715603 |
| Skewness | 0.8779363659 |
| Sum | 7633 |
| Variance | 18.5477892 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) | |
| 4 | 122 | 10.1% | |
| 5 | 111 | 9.2% | |
| 3 | 110 | 9.1% | |
| 2 | 103 | 8.5% | |
| 6 | 102 | 8.5% | |
| 7 | 96 | 8.0% | |
| 9 | 86 | 7.1% | |
| 8 | 82 | 6.8% | |
| 1 | 80 | 6.6% | |
| 0 | 52 | 4.3% | |
| Other values (15) | 254 | 21.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 52 | 4.3% | |
| 1 | 80 | 6.6% | |
| 2 | 103 | 8.5% | |
| 3 | 110 | 9.1% | |
| 4 | 122 | 10.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 27 | 1 | 0.1% | |
| 26 | 1 | 0.1% | |
| 24 | 1 | 0.1% | |
| 23 | 1 | 0.1% | |
| 21 | 4 | 0.3% |
ASR_Attn_T
Highly correlated
This variable is highly correlated with ASR_Attn_Raw and should be ignored for analysis
| Correlation | 0.9662193012 |
|---|
ASR_Crit_Raw
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.051752922 |
|---|---|
| Minimum | 0 |
| Maximum | 25 |
| Zeros (%) | 8.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 3.280125632 |
|---|---|
| Coef of variation | 0.8095571707 |
| Kurtosis | 4.257484924 |
| Mean | 4.051752922 |
| MAD | 2.447507114 |
| Skewness | 1.596411066 |
| Sum | 4854 |
| Variance | 10.75922416 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) | |
| 2 | 209 | 17.3% | |
| 3 | 176 | 14.6% | |
| 1 | 148 | 12.3% | |
| 4 | 144 | 11.9% | |
| 5 | 121 | 10.0% | |
| 0 | 97 | 8.0% | |
| 6 | 81 | 6.7% | |
| 7 | 68 | 5.6% | |
| 8 | 44 | 3.6% | |
| 9 | 35 | 2.9% | |
| Other values (13) | 75 | 6.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 97 | 8.0% | |
| 1 | 148 | 12.3% | |
| 2 | 209 | 17.3% | |
| 3 | 176 | 14.6% | |
| 4 | 144 | 11.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25 | 1 | 0.1% | |
| 23 | 1 | 0.1% | |
| 21 | 1 | 0.1% | |
| 20 | 1 | 0.1% | |
| 19 | 1 | 0.1% |
ASR_Extn_Raw
Numeric
| Distinct count | 41 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.893155259 |
|---|---|
| Minimum | 0 |
| Maximum | 55 |
| Zeros (%) | 4.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 8 |
| Q3 | 12 |
| 95-th percentile | 22 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 6.848175938 |
|---|---|
| Coef of variation | 0.7700501946 |
| Kurtosis | 4.845685347 |
| Mean | 8.893155259 |
| MAD | 5.098589469 |
| Skewness | 1.605533397 |
| Sum | 10654 |
| Variance | 46.89751368 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) | |
| 6 | 88 | 7.3% | |
| 7 | 84 | 7.0% | |
| 9 | 80 | 6.6% | |
| 3 | 79 | 6.6% | |
| 8 | 77 | 6.4% | |
| 4 | 77 | 6.4% | |
| 10 | 76 | 6.3% | |
| 2 | 73 | 6.1% | |
| 5 | 73 | 6.1% | |
| 1 | 63 | 5.2% | |
| Other values (30) | 428 | 35.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 50 | 4.1% | |
| 1 | 63 | 5.2% | |
| 2 | 73 | 6.1% | |
| 3 | 79 | 6.6% | |
| 4 | 77 | 6.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 55 | 1 | 0.1% | |
| 54 | 1 | 0.1% | |
| 43 | 1 | 0.1% | |
| 39 | 2 | 0.2% | |
| 36 | 1 | 0.1% |
ASR_Extn_T
Highly correlated
This variable is highly correlated with ASR_Extn_Raw and should be ignored for analysis
| Correlation | 0.9480227159 |
|---|
ASR_Intn_Raw
Highly correlated
This variable is highly correlated with ASR_Anxd_Raw and should be ignored for analysis
| Correlation | 0.9329209366 |
|---|
ASR_Intn_T
Highly correlated
This variable is highly correlated with ASR_Intn_Raw and should be ignored for analysis
| Correlation | 0.9601502453 |
|---|
ASR_Intr_Raw
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.437395659 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros (%) | 23.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.217271889 |
|---|---|
| Coef of variation | 0.9096889464 |
| Kurtosis | 0.5775694533 |
| Mean | 2.437395659 |
| MAD | 1.805909125 |
| Skewness | 0.9454461559 |
| Sum | 2920 |
| Variance | 4.916294632 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 0 | 278 | 23.1% | |
| 1 | 220 | 18.2% | |
| 2 | 201 | 16.7% | |
| 3 | 162 | 13.4% | |
| 4 | 123 | 10.2% | |
| 5 | 90 | 7.5% | |
| 6 | 54 | 4.5% | |
| 7 | 42 | 3.5% | |
| 8 | 12 | 1.0% | |
| 9 | 8 | 0.7% | |
| Other values (2) | 8 | 0.7% | |
| (Missing) | 8 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 278 | 23.1% | |
| 1 | 220 | 18.2% | |
| 2 | 201 | 16.7% | |
| 3 | 162 | 13.4% | |
| 4 | 123 | 10.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 4 | 0.3% | |
| 10 | 4 | 0.3% | |
| 9 | 8 | 0.7% | |
| 8 | 12 | 1.0% | |
| 7 | 42 | 3.5% |
ASR_Intr_T
Highly correlated
This variable is highly correlated with ASR_Intr_Raw and should be ignored for analysis
| Correlation | 0.9563383411 |
|---|
ASR_Oth_Raw
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.197829716 |
|---|---|
| Minimum | 0 |
| Maximum | 33 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| Median | 9 |
| Q3 | 12 |
| 95-th percentile | 17.15 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 4.622428555 |
|---|---|
| Coef of variation | 0.5025564397 |
| Kurtosis | 0.6521338956 |
| Mean | 9.197829716 |
| MAD | 3.671993668 |
| Skewness | 0.6680419221 |
| Sum | 11019 |
| Variance | 21.36684575 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) | |
| 7 | 111 | 9.2% | |
| 10 | 106 | 8.8% | |
| 8 | 105 | 8.7% | |
| 6 | 103 | 8.5% | |
| 9 | 96 | 8.0% | |
| 5 | 90 | 7.5% | |
| 11 | 74 | 6.1% | |
| 4 | 72 | 6.0% | |
| 12 | 66 | 5.5% | |
| 13 | 60 | 5.0% | |
| Other values (18) | 315 | 26.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7 | 0.6% | |
| 1 | 19 | 1.6% | |
| 2 | 32 | 2.7% | |
| 3 | 45 | 3.7% | |
| 4 | 72 | 6.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 33 | 1 | 0.1% | |
| 26 | 2 | 0.2% | |
| 25 | 1 | 0.1% | |
| 24 | 1 | 0.1% | |
| 23 | 3 | 0.2% |
ASR_Rule_Raw
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.59933222 |
|---|---|
| Minimum | 0 |
| Maximum | 22 |
| Zeros (%) | 26.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.862145917 |
|---|---|
| Coef of variation | 1.10110816 |
| Kurtosis | 5.662848667 |
| Mean | 2.59933222 |
| MAD | 2.129082695 |
| Skewness | 1.901659462 |
| Sum | 3114 |
| Variance | 8.191879253 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0 | 315 | 26.1% | |
| 1 | 215 | 17.8% | |
| 2 | 188 | 15.6% | |
| 3 | 154 | 12.8% | |
| 4 | 102 | 8.5% | |
| 5 | 64 | 5.3% | |
| 6 | 40 | 3.3% | |
| 7 | 37 | 3.1% | |
| 8 | 30 | 2.5% | |
| 9 | 19 | 1.6% | |
| Other values (9) | 34 | 2.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 315 | 26.1% | |
| 1 | 215 | 17.8% | |
| 2 | 188 | 15.6% | |
| 3 | 154 | 12.8% | |
| 4 | 102 | 8.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22 | 1 | 0.1% | |
| 20 | 2 | 0.2% | |
| 16 | 2 | 0.2% | |
| 15 | 2 | 0.2% | |
| 14 | 2 | 0.2% |
ASR_Rule_T
Highly correlated
This variable is highly correlated with ASR_Rule_Raw and should be ignored for analysis
| Correlation | 0.9775171756 |
|---|
ASR_Soma_Raw
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.59015025 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros (%) | 26.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 3.008726347 |
|---|---|
| Coef of variation | 1.161603018 |
| Kurtosis | 4.754121922 |
| Mean | 2.59015025 |
| MAD | 2.236332953 |
| Skewness | 1.890920394 |
| Sum | 3103 |
| Variance | 9.05243423 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0 | 321 | 26.6% | |
| 1 | 252 | 20.9% | |
| 2 | 182 | 15.1% | |
| 3 | 126 | 10.4% | |
| 4 | 85 | 7.0% | |
| 5 | 58 | 4.8% | |
| 6 | 50 | 4.1% | |
| 7 | 32 | 2.7% | |
| 8 | 25 | 2.1% | |
| 9 | 20 | 1.7% | |
| Other values (9) | 47 | 3.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 321 | 26.6% | |
| 1 | 252 | 20.9% | |
| 2 | 182 | 15.1% | |
| 3 | 126 | 10.4% | |
| 4 | 85 | 7.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23 | 1 | 0.1% | |
| 18 | 1 | 0.1% | |
| 17 | 1 | 0.1% | |
| 16 | 3 | 0.2% | |
| 14 | 7 | 0.6% |
ASR_Soma_T
Highly correlated
This variable is highly correlated with ASR_Soma_Raw and should be ignored for analysis
| Correlation | 0.9848793778 |
|---|
ASR_TAO_Sum
Highly correlated
This variable is highly correlated with ASR_Oth_Raw and should be ignored for analysis
| Correlation | 0.9191483444 |
|---|
ASR_Thot_Raw
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.176126878 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros (%) | 25.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.181381922 |
|---|---|
| Coef of variation | 1.002414861 |
| Kurtosis | 2.675992161 |
| Mean | 2.176126878 |
| MAD | 1.669189885 |
| Skewness | 1.427669118 |
| Sum | 2607 |
| Variance | 4.758427092 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 0 | 302 | 25.0% | |
| 1 | 256 | 21.2% | |
| 2 | 236 | 19.6% | |
| 3 | 139 | 11.5% | |
| 4 | 97 | 8.0% | |
| 5 | 62 | 5.1% | |
| 6 | 50 | 4.1% | |
| 7 | 25 | 2.1% | |
| 8 | 17 | 1.4% | |
| 11 | 3 | 0.2% | |
| Other values (5) | 11 | 0.9% | |
| (Missing) | 8 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 302 | 25.0% | |
| 1 | 256 | 21.2% | |
| 2 | 236 | 19.6% | |
| 3 | 139 | 11.5% | |
| 4 | 97 | 8.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14 | 1 | 0.1% | |
| 13 | 1 | 0.1% | |
| 12 | 3 | 0.2% | |
| 11 | 3 | 0.2% | |
| 10 | 3 | 0.2% |
ASR_Thot_T
Highly correlated
This variable is highly correlated with ASR_Thot_Raw and should be ignored for analysis
| Correlation | 0.9682952598 |
|---|
ASR_Totp_Raw
Highly correlated
This variable is highly correlated with ASR_TAO_Sum and should be ignored for analysis
| Correlation | 0.9402141637 |
|---|
ASR_Totp_T
Highly correlated
This variable is highly correlated with ASR_Totp_Raw and should be ignored for analysis
| Correlation | 0.9693088556 |
|---|
ASR_Witd_Raw
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.274624374 |
|---|---|
| Minimum | 0 |
| Maximum | 17 |
| Zeros (%) | 26.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.388472836 |
|---|---|
| Coef of variation | 1.050051544 |
| Kurtosis | 3.087266043 |
| Mean | 2.274624374 |
| MAD | 1.832319308 |
| Skewness | 1.534762297 |
| Sum | 2725 |
| Variance | 5.70480249 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 0 | 315 | 26.1% | |
| 1 | 255 | 21.1% | |
| 2 | 204 | 16.9% | |
| 3 | 140 | 11.6% | |
| 4 | 97 | 8.0% | |
| 5 | 58 | 4.8% | |
| 6 | 55 | 4.6% | |
| 7 | 33 | 2.7% | |
| 9 | 11 | 0.9% | |
| 8 | 10 | 0.8% | |
| Other values (5) | 20 | 1.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 315 | 26.1% | |
| 1 | 255 | 21.1% | |
| 2 | 204 | 16.9% | |
| 3 | 140 | 11.6% | |
| 4 | 97 | 8.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.1% | |
| 14 | 1 | 0.1% | |
| 12 | 4 | 0.3% | |
| 11 | 5 | 0.4% | |
| 10 | 9 | 0.7% |
ASR_Witd_T
Highly correlated
This variable is highly correlated with ASR_Witd_Raw and should be ignored for analysis
| Correlation | 0.9681818142 |
|---|
Avg_Weekday_Any_Tobacco_7days
Numeric
| Distinct count | 55 |
|---|---|
| Unique (%) | 4.6% |
| Missing (%) | 2.3% |
| Missing (n) | 28 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.135483871 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 79.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 10 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.550051967 |
|---|---|
| Coef of variation | 3.126466221 |
| Kurtosis | 17.94009487 |
| Mean | 1.135483871 |
| MAD | 1.911550468 |
| Skewness | 4.025487885 |
| Sum | 1337.6 |
| Variance | 12.60286897 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 959 | 79.5% | |
| 0.2 | 25 | 2.1% | |
| 10 | 24 | 2.0% | |
| 2 | 15 | 1.2% | |
| 0.4 | 14 | 1.2% | |
| 4 | 13 | 1.1% | |
| 20 | 11 | 0.9% | |
| 15 | 9 | 0.7% | |
| 2.4 | 7 | 0.6% | |
| 5 | 7 | 0.6% | |
| Other values (44) | 94 | 7.8% | |
| (Missing) | 28 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 959 | 79.5% | |
| 0.2 | 25 | 2.1% | |
| 0.4 | 14 | 1.2% | |
| 0.6 | 1 | 0.1% | |
| 0.8 | 7 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 1 | 0.1% | |
| 25 | 2 | 0.2% | |
| 22 | 1 | 0.1% | |
| 20 | 11 | 0.9% | |
| 19 | 2 | 0.2% |
Avg_Weekday_Beer_Wine_Cooler_7days
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2904156064 |
|---|---|
| Minimum | 0 |
| Maximum | 7.6 |
| Zeros (%) | 66.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.2 |
| 95-th percentile | 1.6 |
| Maximum | 7.6 |
| Range | 7.6 |
| Interquartile range | 0.2 |
Descriptive statistics
| Standard deviation | 0.6828493784 |
|---|---|
| Coef of variation | 2.351283345 |
| Kurtosis | 26.09960513 |
| Mean | 0.2904156064 |
| MAD | 0.4086561476 |
| Skewness | 4.276038651 |
| Sum | 342.4 |
| Variance | 0.4662832736 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) | |
| 0 | 799 | 66.3% | |
| 0.2 | 98 | 8.1% | |
| 0.4 | 65 | 5.4% | |
| 0.6 | 54 | 4.5% | |
| 0.8 | 37 | 3.1% | |
| 1 | 28 | 2.3% | |
| 1.2 | 24 | 2.0% | |
| 1.4 | 12 | 1.0% | |
| 1.6 | 11 | 0.9% | |
| 2.2 | 9 | 0.7% | |
| Other values (13) | 42 | 3.5% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 799 | 66.3% | |
| 0.2 | 98 | 8.1% | |
| 0.4 | 65 | 5.4% | |
| 0.6 | 54 | 4.5% | |
| 0.8 | 37 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.6 | 1 | 0.1% | |
| 5.8 | 1 | 0.1% | |
| 5.4 | 2 | 0.2% | |
| 4.8 | 1 | 0.1% | |
| 4.2 | 3 | 0.2% |
Avg_Weekday_Chew_7days
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 2.3% |
| Missing (n) | 28 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0714770798 |
|---|---|
| Minimum | 0 |
| Maximum | 25 |
| Zeros (%) | 95.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.8389122047 |
|---|---|
| Coef of variation | 11.7368002 |
| Kurtosis | 669.9224575 |
| Mean | 0.0714770798 |
| MAD | 0.1395562679 |
| Skewness | 23.57915549 |
| Sum | 84.2 |
| Variance | 0.7037736872 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 0 | 1150 | 95.4% | |
| 2 | 5 | 0.4% | |
| 0.4 | 3 | 0.2% | |
| 1.2 | 3 | 0.2% | |
| 0.2 | 3 | 0.2% | |
| 4 | 3 | 0.2% | |
| 5 | 2 | 0.2% | |
| 1 | 2 | 0.2% | |
| 1.6 | 1 | 0.1% | |
| 2.4 | 1 | 0.1% | |
| Other values (5) | 5 | 0.4% | |
| (Missing) | 28 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1150 | 95.4% | |
| 0.2 | 3 | 0.2% | |
| 0.4 | 3 | 0.2% | |
| 1 | 2 | 0.2% | |
| 1.2 | 3 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25 | 1 | 0.1% | |
| 6 | 1 | 0.1% | |
| 5.4 | 1 | 0.1% | |
| 5 | 2 | 0.2% | |
| 4 | 3 | 0.2% |
Avg_Weekday_Cigarettes_7days
Highly correlated
This variable is highly correlated with Avg_Weekday_Any_Tobacco_7days and should be ignored for analysis
| Correlation | 0.9570962834 |
|---|
Avg_Weekday_Cigars_7days
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 2.3% |
| Missing (n) | 28 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.006112054329 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 96.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.09874313462 |
|---|---|
| Coef of variation | 16.15547397 |
| Kurtosis | 736.5452646 |
| Mean | 0.006112054329 |
| MAD | 0.01208920763 |
| Skewness | 25.56929351 |
| Sum | 7.2 |
| Variance | 0.009750206635 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 0 | 1165 | 96.6% | |
| 0.2 | 9 | 0.7% | |
| 1 | 2 | 0.2% | |
| 0.4 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| (Missing) | 28 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1165 | 96.6% | |
| 0.2 | 9 | 0.7% | |
| 0.4 | 1 | 0.1% | |
| 1 | 2 | 0.2% | |
| 3 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.1% | |
| 1 | 2 | 0.2% | |
| 0.4 | 1 | 0.1% | |
| 0.2 | 9 | 0.7% | |
| 0 | 1165 | 96.6% |
Avg_Weekday_Drinks_7days
Numeric
| Distinct count | 32 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4926208651 |
|---|---|
| Minimum | 0 |
| Maximum | 8.2 |
| Zeros (%) | 49.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.6 |
| 95-th percentile | 2.2 |
| Maximum | 8.2 |
| Range | 8.2 |
| Interquartile range | 0.6 |
Descriptive statistics
| Standard deviation | 0.8987662745 |
|---|---|
| Coef of variation | 1.824458398 |
| Kurtosis | 14.65045038 |
| Mean | 0.4926208651 |
| MAD | 0.5843516846 |
| Skewness | 3.297153756 |
| Sum | 580.8 |
| Variance | 0.8077808162 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) | |
| 0 | 602 | 49.9% | |
| 0.2 | 134 | 11.1% | |
| 0.4 | 94 | 7.8% | |
| 0.6 | 79 | 6.6% | |
| 0.8 | 50 | 4.1% | |
| 1 | 48 | 4.0% | |
| 1.2 | 35 | 2.9% | |
| 1.4 | 24 | 2.0% | |
| 2 | 20 | 1.7% | |
| 1.6 | 20 | 1.7% | |
| Other values (21) | 73 | 6.1% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 602 | 49.9% | |
| 0.2 | 134 | 11.1% | |
| 0.4 | 94 | 7.8% | |
| 0.6 | 79 | 6.6% | |
| 0.8 | 50 | 4.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.2 | 1 | 0.1% | |
| 6.8 | 1 | 0.1% | |
| 6 | 1 | 0.1% | |
| 5.8 | 1 | 0.1% | |
| 5.4 | 1 | 0.1% |
Avg_Weekday_Hard_Liquor_7days
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1192536047 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 80.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.8 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.4005015353 |
|---|---|
| Coef of variation | 3.358401921 |
| Kurtosis | 70.65392954 |
| Mean | 0.1192536047 |
| MAD | 0.1952158246 |
| Skewness | 6.945881967 |
| Sum | 140.6 |
| Variance | 0.1604014798 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 965 | 80.0% | |
| 0.2 | 69 | 5.7% | |
| 0.4 | 58 | 4.8% | |
| 0.6 | 27 | 2.2% | |
| 0.8 | 19 | 1.6% | |
| 1.2 | 10 | 0.8% | |
| 1.4 | 7 | 0.6% | |
| 1 | 7 | 0.6% | |
| 1.6 | 5 | 0.4% | |
| 1.8 | 2 | 0.2% | |
| Other values (7) | 10 | 0.8% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 965 | 80.0% | |
| 0.2 | 69 | 5.7% | |
| 0.4 | 58 | 4.8% | |
| 0.6 | 27 | 2.2% | |
| 0.8 | 19 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.1% | |
| 4.8 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 3 | 2 | 0.2% | |
| 2.4 | 2 | 0.2% |
Avg_Weekday_Malt_Liquor_7days
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.005767599661 |
|---|---|
| Minimum | 0 |
| Maximum | 1.2 |
| Zeros (%) | 96.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.2 |
| Range | 1.2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.06357208068 |
|---|---|
| Coef of variation | 11.02227693 |
| Kurtosis | 206.6133984 |
| Mean | 0.005767599661 |
| MAD | 0.01139822494 |
| Skewness | 13.65396327 |
| Sum | 6.8 |
| Variance | 0.004041409442 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 1165 | 96.6% | |
| 0.2 | 6 | 0.5% | |
| 0.4 | 3 | 0.2% | |
| 0.8 | 2 | 0.2% | |
| 0.6 | 1 | 0.1% | |
| 1.2 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1165 | 96.6% | |
| 0.2 | 6 | 0.5% | |
| 0.4 | 3 | 0.2% | |
| 0.6 | 1 | 0.1% | |
| 0.8 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.2 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| 0.8 | 2 | 0.2% | |
| 0.6 | 1 | 0.1% | |
| 0.4 | 3 | 0.2% |
Avg_Weekday_Other_Alc_7days
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| 0 | |
|---|---|
| 0.4 | 3 |
| 0.2 | 2 |
| (Missing) | 27 |
| Value | Count | Frequency (%) | |
| 0 | 1172 | 97.2% | |
| 0.4 | 3 | 0.2% | |
| 0.2 | 2 | 0.2% | |
| 0.6 | 2 | 0.2% | |
| (Missing) | 27 | 2.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Avg_Weekday_Other_Tobacco_7days
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 2.3% |
| Missing (n) | 28 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.02156196944 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros (%) | 96.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.5865472361 |
|---|---|
| Coef of variation | 27.20286 |
| Kurtosis | 1146.507227 |
| Mean | 0.02156196944 |
| MAD | 0.04268464578 |
| Skewness | 33.6664285 |
| Sum | 25.4 |
| Variance | 0.3440376601 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 0 | 1166 | 96.7% | |
| 0.2 | 5 | 0.4% | |
| 0.4 | 4 | 0.3% | |
| 0.8 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 20 | 1 | 0.1% | |
| (Missing) | 28 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1166 | 96.7% | |
| 0.2 | 5 | 0.4% | |
| 0.4 | 4 | 0.3% | |
| 0.8 | 1 | 0.1% | |
| 2 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 0.8 | 1 | 0.1% | |
| 0.4 | 4 | 0.3% | |
| 0.2 | 5 | 0.4% |
Avg_Weekday_Pipes_7days
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 2.3% |
| Missing (n) | 28 |
| 0 | |
|---|---|
| (Missing) | 28 |
| Value | Count | Frequency (%) | |
| 0 | 1178 | 97.7% | |
| (Missing) | 28 | 2.3% |
Avg_Weekday_Snuff_7days
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 2.3% |
| Missing (n) | 28 |
| 0 | |
|---|---|
| 2.6 | 1 |
| (Missing) | 28 |
| Value | Count | Frequency (%) | |
| 0 | 1177 | 97.6% | |
| 2.6 | 1 | 0.1% | |
| (Missing) | 28 | 2.3% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Avg_Weekday_Wine_7days
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.07480916031 |
|---|---|
| Minimum | 0 |
| Maximum | 3.8 |
| Zeros (%) | 83.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.6 |
| Maximum | 3.8 |
| Range | 3.8 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.2600800322 |
|---|---|
| Coef of variation | 3.476580022 |
| Kurtosis | 62.42228546 |
| Mean | 0.07480916031 |
| MAD | 0.1277910508 |
| Skewness | 6.560534186 |
| Sum | 88.2 |
| Variance | 0.06764162314 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 0 | 1007 | 83.5% | |
| 0.2 | 71 | 5.9% | |
| 0.4 | 38 | 3.2% | |
| 0.6 | 32 | 2.7% | |
| 0.8 | 12 | 1.0% | |
| 1 | 7 | 0.6% | |
| 1.2 | 4 | 0.3% | |
| 1.6 | 3 | 0.2% | |
| 2.6 | 2 | 0.2% | |
| 3.8 | 1 | 0.1% | |
| Other values (2) | 2 | 0.2% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1007 | 83.5% | |
| 0.2 | 71 | 5.9% | |
| 0.4 | 38 | 3.2% | |
| 0.6 | 32 | 2.7% | |
| 0.8 | 12 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.8 | 1 | 0.1% | |
| 2.6 | 2 | 0.2% | |
| 2.4 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 1.6 | 3 | 0.2% |
Avg_Weekend_Any_Tobacco_7days
Highly correlated
This variable is highly correlated with Avg_Weekday_Cigarettes_7days and should be ignored for analysis
| Correlation | 0.9167324314 |
|---|
Avg_Weekend_Beer_Wine_Cooler_7days
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7010178117 |
|---|---|
| Minimum | 0 |
| Maximum | 11.5 |
| Zeros (%) | 65.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 3.5 |
| Maximum | 11.5 |
| Range | 11.5 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.485315438 |
|---|---|
| Coef of variation | 2.118798429 |
| Kurtosis | 13.65125649 |
| Mean | 0.7010178117 |
| MAD | 0.9653801579 |
| Skewness | 3.276027124 |
| Sum | 826.5 |
| Variance | 2.206161951 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) | |
| 0 | 786 | 65.2% | |
| 0.5 | 90 | 7.5% | |
| 1 | 85 | 7.0% | |
| 1.5 | 51 | 4.2% | |
| 2 | 38 | 3.2% | |
| 3 | 27 | 2.2% | |
| 2.5 | 26 | 2.2% | |
| 3.5 | 19 | 1.6% | |
| 4 | 15 | 1.2% | |
| 4.5 | 10 | 0.8% | |
| Other values (12) | 32 | 2.7% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 786 | 65.2% | |
| 0.5 | 90 | 7.5% | |
| 1 | 85 | 7.0% | |
| 1.5 | 51 | 4.2% | |
| 2 | 38 | 3.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11.5 | 1 | 0.1% | |
| 11 | 2 | 0.2% | |
| 10 | 2 | 0.2% | |
| 9.5 | 1 | 0.1% | |
| 9 | 1 | 0.1% |
Avg_Weekend_Chew_7days
Highly correlated
This variable is highly correlated with Avg_Weekday_Chew_7days and should be ignored for analysis
| Correlation | 0.9944871062 |
|---|
Avg_Weekend_Cigarettes_7days
Highly correlated
This variable is highly correlated with Avg_Weekend_Any_Tobacco_7days and should be ignored for analysis
| Correlation | 0.9590207116 |
|---|
Avg_Weekend_Cigars_7days
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 2.3% |
| Missing (n) | 28 |
| 0 | |
|---|---|
| 0.5 | 10 |
| 1 | 3 |
| (Missing) | 28 |
| Value | Count | Frequency (%) | |
| 0 | 1164 | 96.5% | |
| 0.5 | 10 | 0.8% | |
| 1 | 3 | 0.2% | |
| 3 | 1 | 0.1% | |
| (Missing) | 28 | 2.3% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Avg_Weekend_Drinks_7days
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.144189992 |
|---|---|
| Minimum | 0 |
| Maximum | 12.5 |
| Zeros (%) | 49.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.5 |
| 95-th percentile | 5 |
| Maximum | 12.5 |
| Range | 12.5 |
| Interquartile range | 1.5 |
Descriptive statistics
| Standard deviation | 1.856363282 |
|---|---|
| Coef of variation | 1.62242573 |
| Kurtosis | 7.876271134 |
| Mean | 1.144189992 |
| MAD | 1.317160429 |
| Skewness | 2.482115364 |
| Sum | 1349 |
| Variance | 3.446084636 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) | |
| 0 | 594 | 49.3% | |
| 0.5 | 125 | 10.4% | |
| 1 | 113 | 9.4% | |
| 1.5 | 71 | 5.9% | |
| 2 | 61 | 5.1% | |
| 2.5 | 41 | 3.4% | |
| 3 | 33 | 2.7% | |
| 3.5 | 29 | 2.4% | |
| 4 | 27 | 2.2% | |
| 4.5 | 19 | 1.6% | |
| Other values (14) | 66 | 5.5% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 594 | 49.3% | |
| 0.5 | 125 | 10.4% | |
| 1 | 113 | 9.4% | |
| 1.5 | 71 | 5.9% | |
| 2 | 61 | 5.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12.5 | 2 | 0.2% | |
| 12 | 2 | 0.2% | |
| 11 | 2 | 0.2% | |
| 10 | 3 | 0.2% | |
| 9.5 | 1 | 0.1% |
Avg_Weekend_Hard_Liquor_7days
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.3040712468 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 79.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.8931642202 |
|---|---|
| Coef of variation | 2.937351787 |
| Kurtosis | 28.11849313 |
| Mean | 0.3040712468 |
| MAD | 0.4951796386 |
| Skewness | 4.586643103 |
| Sum | 358.5 |
| Variance | 0.7977423243 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 0 | 960 | 79.6% | |
| 0.5 | 66 | 5.5% | |
| 1 | 53 | 4.4% | |
| 1.5 | 33 | 2.7% | |
| 2 | 22 | 1.8% | |
| 2.5 | 11 | 0.9% | |
| 4 | 9 | 0.7% | |
| 3.5 | 8 | 0.7% | |
| 5 | 5 | 0.4% | |
| 3 | 4 | 0.3% | |
| Other values (5) | 8 | 0.7% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 960 | 79.6% | |
| 0.5 | 66 | 5.5% | |
| 1 | 53 | 4.4% | |
| 1.5 | 33 | 2.7% | |
| 2 | 22 | 1.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | 0.1% | |
| 8.5 | 1 | 0.1% | |
| 6 | 2 | 0.2% | |
| 5.5 | 2 | 0.2% | |
| 5 | 5 | 0.4% |
Avg_Weekend_Malt_Liquor_7days
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| 0 | |
|---|---|
| 0.5 | 6 |
| 1 | 2 |
| (Missing) | 27 |
| Value | Count | Frequency (%) | |
| 0 | 1170 | 97.0% | |
| 0.5 | 6 | 0.5% | |
| 1 | 2 | 0.2% | |
| 1.5 | 1 | 0.1% | |
| (Missing) | 27 | 2.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Avg_Weekend_Other_Alc_7days
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| 0 | |
|---|---|
| 0.5 | 4 |
| 1 | 2 |
| (Missing) | 27 |
| Value | Count | Frequency (%) | |
| 0 | 1172 | 97.2% | |
| 0.5 | 4 | 0.3% | |
| 1 | 2 | 0.2% | |
| 3.5 | 1 | 0.1% | |
| (Missing) | 27 | 2.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Avg_Weekend_Other_Tobacco_7days
Highly correlated
This variable is highly correlated with Avg_Weekday_Other_Tobacco_7days and should be ignored for analysis
| Correlation | 0.9964465936 |
|---|
Avg_Weekend_Pipes_7days
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 2.3% |
| Missing (n) | 28 |
| 0 | |
|---|---|
| 1 | 1 |
| 0.5 | 1 |
| (Missing) | 28 |
| Value | Count | Frequency (%) | |
| 0 | 1176 | 97.5% | |
| 1 | 1 | 0.1% | |
| 0.5 | 1 | 0.1% | |
| (Missing) | 28 | 2.3% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Avg_Weekend_Snuff_7days
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 2.3% |
| Missing (n) | 28 |
| 0 | |
|---|---|
| 1 | 1 |
| 2 | 1 |
| (Missing) | 28 |
| Value | Count | Frequency (%) | |
| 0 | 1176 | 97.5% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| (Missing) | 28 | 2.3% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Avg_Weekend_Wine_7days
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1272264631 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 87.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.456434873 |
|---|---|
| Coef of variation | 3.587578102 |
| Kurtosis | 38.72337278 |
| Mean | 0.1272264631 |
| MAD | 0.2268278418 |
| Skewness | 5.384700668 |
| Sum | 150 |
| Variance | 0.2083327933 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| 0 | 1051 | 87.1% | |
| 1 | 56 | 4.6% | |
| 0.5 | 39 | 3.2% | |
| 2 | 13 | 1.1% | |
| 1.5 | 11 | 0.9% | |
| 3 | 3 | 0.2% | |
| 2.5 | 2 | 0.2% | |
| 5 | 2 | 0.2% | |
| 3.5 | 1 | 0.1% | |
| 4.5 | 1 | 0.1% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1051 | 87.1% | |
| 0.5 | 39 | 3.2% | |
| 1 | 56 | 4.6% | |
| 1.5 | 11 | 0.9% | |
| 2 | 13 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 2 | 0.2% | |
| 4.5 | 1 | 0.1% | |
| 3.5 | 1 | 0.1% | |
| 3 | 3 | 0.2% | |
| 2.5 | 2 | 0.2% |
Blood_Drawn
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 1.0% |
| Missing (n) | 12 |
| 1 | |
|---|---|
| 2 | |
| (Missing) | 12 |
| Value | Count | Frequency (%) | |
| 1 | 946 | 78.4% | |
| 2 | 248 | 20.6% | |
| (Missing) | 12 | 1.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
BMI
Numeric
| Distinct count | 727 |
|---|---|
| Unique (%) | 60.3% |
| Missing (%) | 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 27.10254772 |
|---|---|
| Minimum | 16.48 |
| Maximum | 55.78 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 16.48 |
|---|---|
| 5-th percentile | 19.92 |
| Q1 | 23 |
| Median | 25.82 |
| Q3 | 30.02 |
| 95-th percentile | 39.268 |
| Maximum | 55.78 |
| Range | 39.3 |
| Interquartile range | 7.02 |
Descriptive statistics
| Standard deviation | 5.881900957 |
|---|---|
| Coef of variation | 0.217023913 |
| Kurtosis | 1.302937651 |
| Mean | 27.10254772 |
| MAD | 4.55618103 |
| Skewness | 1.103708241 |
| Sum | 32658.57 |
| Variance | 34.59675887 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 24.27 | 8 | 0.7% | |
| 22.96 | 7 | 0.6% | |
| 21.3 | 7 | 0.6% | |
| 27.25 | 7 | 0.6% | |
| 26 | 6 | 0.5% | |
| 21.63 | 6 | 0.5% | |
| 25.4 | 5 | 0.4% | |
| 20.97 | 5 | 0.4% | |
| 26.47 | 5 | 0.4% | |
| 23.72 | 5 | 0.4% | |
| Other values (716) | 1144 | 94.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 16.48 | 1 | 0.1% | |
| 16.65 | 1 | 0.1% | |
| 16.79 | 1 | 0.1% | |
| 16.97 | 1 | 0.1% | |
| 17.01 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 55.78 | 1 | 0.1% | |
| 53.21 | 1 | 0.1% | |
| 48.25 | 1 | 0.1% | |
| 47.76 | 1 | 0.1% | |
| 46.86 | 1 | 0.1% |
BPDiastolic
Numeric
| Distinct count | 70 |
|---|---|
| Unique (%) | 5.8% |
| Missing (%) | 1.9% |
| Missing (n) | 23 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 76.79881657 |
|---|---|
| Minimum | 28 |
| Maximum | 130 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| Median | 77 |
| Q3 | 84 |
| 95-th percentile | 95 |
| Maximum | 130 |
| Range | 102 |
| Interquartile range | 14 |
Descriptive statistics
| Standard deviation | 11.03785665 |
|---|---|
| Coef of variation | 0.1437243065 |
| Kurtosis | 0.9884613118 |
| Mean | 76.79881657 |
| MAD | 8.620966653 |
| Skewness | 0.2565490349 |
| Sum | 90853 |
| Variance | 121.8342795 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 80 | 53 | 4.4% | |
| 82 | 51 | 4.2% | |
| 73 | 51 | 4.2% | |
| 70 | 50 | 4.1% | |
| 78 | 50 | 4.1% | |
| 68 | 48 | 4.0% | |
| 72 | 48 | 4.0% | |
| 76 | 42 | 3.5% | |
| 81 | 40 | 3.3% | |
| 79 | 40 | 3.3% | |
| Other values (59) | 710 | 58.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 28 | 1 | 0.1% | |
| 38 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 48 | 2 | 0.2% | |
| 49 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 130 | 1 | 0.1% | |
| 115 | 3 | 0.2% | |
| 113 | 1 | 0.1% | |
| 111 | 1 | 0.1% | |
| 110 | 1 | 0.1% |
BPSystolic
Numeric
| Distinct count | 86 |
|---|---|
| Unique (%) | 7.1% |
| Missing (%) | 1.9% |
| Missing (n) | 23 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 124.0845309 |
|---|---|
| Minimum | 84 |
| Maximum | 247 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 84 |
|---|---|
| 5-th percentile | 103 |
| Q1 | 114 |
| Median | 123 |
| Q3 | 133 |
| 95-th percentile | 150 |
| Maximum | 247 |
| Range | 163 |
| Interquartile range | 19 |
Descriptive statistics
| Standard deviation | 14.86059151 |
|---|---|
| Coef of variation | 0.1197618383 |
| Kurtosis | 4.114725757 |
| Mean | 124.0845309 |
| MAD | 11.52272437 |
| Skewness | 0.9220876194 |
| Sum | 146792 |
| Variance | 220.8371801 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 120 | 50 | 4.1% | |
| 117 | 44 | 3.6% | |
| 115 | 39 | 3.2% | |
| 125 | 37 | 3.1% | |
| 123 | 36 | 3.0% | |
| 118 | 34 | 2.8% | |
| 127 | 33 | 2.7% | |
| 114 | 30 | 2.5% | |
| 119 | 30 | 2.5% | |
| 132 | 29 | 2.4% | |
| Other values (75) | 821 | 68.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 84 | 1 | 0.1% | |
| 87 | 1 | 0.1% | |
| 88 | 1 | 0.1% | |
| 89 | 1 | 0.1% | |
| 91 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 247 | 1 | 0.1% | |
| 185 | 1 | 0.1% | |
| 180 | 1 | 0.1% | |
| 179 | 1 | 0.1% | |
| 176 | 1 | 0.1% |
Breathalyzer_Over_05
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 3 |
| Value | Count | Frequency (%) | |
| False | 1203 | 99.8% | |
| True | 3 | 0.2% |
Breathalyzer_Over_08
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 2 |
| Value | Count | Frequency (%) | |
| False | 1204 | 99.8% | |
| True | 2 | 0.2% |
Cocaine
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 5 |
| Value | Count | Frequency (%) | |
| False | 1201 | 99.6% | |
| True | 5 | 0.4% |
Color_Vision
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.6% |
| Missing (n) | 7 |
| NORMAL | |
|---|---|
| TRITAN | 17 |
| PROTAN | 6 |
| (Missing) | 7 |
| Value | Count | Frequency (%) | |
| NORMAL | 1173 | 97.3% | |
| TRITAN | 17 | 1.4% | |
| PROTAN | 6 | 0.5% | |
| DEUTAN | 3 | 0.2% | |
| (Missing) | 7 | 0.6% |
| Max length | 6 |
|---|---|
| Mean length | 5.982587065 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
Correction
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 1.3% |
| Missing (n) | 16 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 46.82394958 |
|---|---|
| Minimum | -6 |
| Maximum | 999 |
| Zeros (%) | 87.1% |
Quantile statistics
| Minimum | -6 |
|---|---|
| 5-th percentile | -2 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 999 |
| Range | 1005 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 211.686103 |
|---|---|
| Coef of variation | 4.520893792 |
| Kurtosis | 16.37223926 |
| Mean | 46.82394958 |
| MAD | 89.61656945 |
| Skewness | 4.283013257 |
| Sum | 55720.5 |
| Variance | 44811.0062 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 1051 | 87.1% | |
| 999 | 56 | 4.6% | |
| -6 | 13 | 1.1% | |
| -3 | 10 | 0.8% | |
| -4 | 9 | 0.7% | |
| -3.5 | 9 | 0.7% | |
| -2 | 7 | 0.6% | |
| -1 | 7 | 0.6% | |
| -2.5 | 6 | 0.5% | |
| 6 | 5 | 0.4% | |
| Other values (7) | 17 | 1.4% | |
| (Missing) | 16 | 1.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -6 | 13 | 1.1% | |
| -5.5 | 2 | 0.2% | |
| -5 | 2 | 0.2% | |
| -4.5 | 4 | 0.3% | |
| -4 | 9 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 999 | 56 | 4.6% | |
| 6 | 5 | 0.4% | |
| 3.5 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 0 | 1051 | 87.1% |
DSM_Adh_Raw
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.710350584 |
|---|---|
| Minimum | 0 |
| Maximum | 25 |
| Zeros (%) | 4.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 8 |
| 95-th percentile | 13 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 3.867964052 |
|---|---|
| Coef of variation | 0.6773601717 |
| Kurtosis | 0.696930629 |
| Mean | 5.710350584 |
| MAD | 3.109821322 |
| Skewness | 0.8099004949 |
| Sum | 6841 |
| Variance | 14.96114591 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) | |
| 4 | 137 | 11.4% | |
| 3 | 119 | 9.9% | |
| 2 | 119 | 9.9% | |
| 6 | 110 | 9.1% | |
| 5 | 106 | 8.8% | |
| 7 | 101 | 8.4% | |
| 1 | 96 | 8.0% | |
| 8 | 85 | 7.0% | |
| 9 | 70 | 5.8% | |
| 10 | 62 | 5.1% | |
| Other values (12) | 193 | 16.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 59 | 4.9% | |
| 1 | 96 | 8.0% | |
| 2 | 119 | 9.9% | |
| 3 | 119 | 9.9% | |
| 4 | 137 | 11.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25 | 1 | 0.1% | |
| 21 | 1 | 0.1% | |
| 20 | 3 | 0.2% | |
| 18 | 1 | 0.1% | |
| 17 | 3 | 0.2% |
DSM_Adh_T
Highly correlated
This variable is highly correlated with DSM_Adh_Raw and should be ignored for analysis
| Correlation | 0.9603533097 |
|---|
DSM_Antis_Raw
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.241235392 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 15.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 3.234019638 |
|---|---|
| Coef of variation | 0.9977737641 |
| Kurtosis | 10.40695361 |
| Mean | 3.241235392 |
| MAD | 2.333474544 |
| Skewness | 2.309200019 |
| Sum | 3883 |
| Variance | 10.45888302 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) | |
| 1 | 225 | 18.7% | |
| 2 | 195 | 16.2% | |
| 0 | 189 | 15.7% | |
| 3 | 161 | 13.3% | |
| 4 | 119 | 9.9% | |
| 5 | 99 | 8.2% | |
| 6 | 65 | 5.4% | |
| 7 | 36 | 3.0% | |
| 8 | 32 | 2.7% | |
| 9 | 19 | 1.6% | |
| Other values (12) | 58 | 4.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 189 | 15.7% | |
| 1 | 225 | 18.7% | |
| 2 | 195 | 16.2% | |
| 3 | 161 | 13.3% | |
| 4 | 119 | 9.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 2 | 0.2% | |
| 22 | 1 | 0.1% | |
| 21 | 1 | 0.1% | |
| 18 | 1 | 0.1% | |
| 17 | 1 | 0.1% |
DSM_Antis_T
Highly correlated
This variable is highly correlated with DSM_Antis_Raw and should be ignored for analysis
| Correlation | 0.9647452774 |
|---|
DSM_Anxi_Raw
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.942404007 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros (%) | 7.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.701685151 |
|---|---|
| Coef of variation | 0.6852887594 |
| Kurtosis | 0.3602865062 |
| Mean | 3.942404007 |
| MAD | 2.146269102 |
| Skewness | 0.7745665281 |
| Sum | 4723 |
| Variance | 7.299102654 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 2 | 198 | 16.4% | |
| 3 | 181 | 15.0% | |
| 5 | 154 | 12.8% | |
| 4 | 153 | 12.7% | |
| 1 | 129 | 10.7% | |
| 6 | 97 | 8.0% | |
| 0 | 89 | 7.4% | |
| 7 | 61 | 5.1% | |
| 8 | 52 | 4.3% | |
| 9 | 38 | 3.2% | |
| Other values (5) | 46 | 3.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 89 | 7.4% | |
| 1 | 129 | 10.7% | |
| 2 | 198 | 16.4% | |
| 3 | 181 | 15.0% | |
| 4 | 153 | 12.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14 | 3 | 0.2% | |
| 13 | 1 | 0.1% | |
| 12 | 7 | 0.6% | |
| 11 | 17 | 1.4% | |
| 10 | 18 | 1.5% |
DSM_Anxi_T
Highly correlated
This variable is highly correlated with DSM_Anxi_Raw and should be ignored for analysis
| Correlation | 0.9127187845 |
|---|
DSM_Avoid_Raw
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.695325543 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros (%) | 18.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.327022225 |
|---|---|
| Coef of variation | 0.8633547925 |
| Kurtosis | 1.166589565 |
| Mean | 2.695325543 |
| MAD | 1.859845708 |
| Skewness | 1.044447528 |
| Sum | 3229 |
| Variance | 5.415032434 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) | |
| 1 | 224 | 18.6% | |
| 0 | 218 | 18.1% | |
| 2 | 211 | 17.5% | |
| 3 | 168 | 13.9% | |
| 4 | 138 | 11.4% | |
| 5 | 88 | 7.3% | |
| 6 | 68 | 5.6% | |
| 7 | 39 | 3.2% | |
| 8 | 19 | 1.6% | |
| 9 | 11 | 0.9% | |
| Other values (4) | 14 | 1.2% | |
| (Missing) | 8 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 218 | 18.1% | |
| 1 | 224 | 18.6% | |
| 2 | 211 | 17.5% | |
| 3 | 168 | 13.9% | |
| 4 | 138 | 11.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13 | 2 | 0.2% | |
| 12 | 2 | 0.2% | |
| 11 | 5 | 0.4% | |
| 10 | 5 | 0.4% | |
| 9 | 11 | 0.9% |
DSM_Avoid_T
Highly correlated
This variable is highly correlated with DSM_Avoid_Raw and should be ignored for analysis
| Correlation | 0.9652693163 |
|---|
DSM_Depr_Raw
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.247913189 |
|---|---|
| Minimum | 0 |
| Maximum | 22 |
| Zeros (%) | 6.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 3.499059401 |
|---|---|
| Coef of variation | 0.8237125492 |
| Kurtosis | 2.405307811 |
| Mean | 4.247913189 |
| MAD | 2.720693365 |
| Skewness | 1.372629969 |
| Sum | 5089 |
| Variance | 12.24341669 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) | |
| 2 | 219 | 18.2% | |
| 1 | 180 | 14.9% | |
| 3 | 135 | 11.2% | |
| 4 | 128 | 10.6% | |
| 6 | 98 | 8.1% | |
| 5 | 94 | 7.8% | |
| 0 | 83 | 6.9% | |
| 7 | 68 | 5.6% | |
| 8 | 54 | 4.5% | |
| 9 | 45 | 3.7% | |
| Other values (11) | 94 | 7.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 83 | 6.9% | |
| 1 | 180 | 14.9% | |
| 2 | 219 | 18.2% | |
| 3 | 135 | 11.2% | |
| 4 | 128 | 10.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22 | 1 | 0.1% | |
| 19 | 4 | 0.3% | |
| 18 | 4 | 0.3% | |
| 17 | 4 | 0.3% | |
| 16 | 3 | 0.2% |
DSM_Depr_T
Highly correlated
This variable is highly correlated with DSM_Depr_Raw and should be ignored for analysis
| Correlation | 0.9727992304 |
|---|
DSM_Hype_Raw
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 0.7% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.497495826 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 16.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.04001173 |
|---|---|
| Coef of variation | 0.8168228786 |
| Kurtosis | 0.5136790418 |
| Mean | 2.497495826 |
| MAD | 1.664156454 |
| Skewness | 0.8496191919 |
| Sum | 2992 |
| Variance | 4.161647859 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) | |
| 1 | 257 | 21.3% | |
| 2 | 206 | 17.1% | |
| 0 | 204 | 16.9% | |
| 3 | 199 | 16.5% | |
| 4 | 129 | 10.7% | |
| 5 | 97 | 8.0% | |
| 6 | 54 | 4.5% | |
| 7 | 28 | 2.3% | |
| 8 | 17 | 1.4% | |
| 9 | 4 | 0.3% | |
| Other values (3) | 3 | 0.2% | |
| (Missing) | 8 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 204 | 16.9% | |
| 1 | 257 | 21.3% | |
| 2 | 206 | 17.1% | |
| 3 | 199 | 16.5% | |
| 4 | 129 | 10.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 1 | 0.1% | |
| 11 | 1 | 0.1% | |
| 10 | 1 | 0.1% | |
| 9 | 4 | 0.3% | |
| 8 | 17 | 1.4% |
DSM_Inat_Raw
Highly correlated
This variable is highly correlated with ASR_Attn_Raw and should be ignored for analysis
| Correlation | 0.9053766925 |
|---|
DSM_Somp_Raw
Highly correlated
This variable is highly correlated with ASR_Soma_T and should be ignored for analysis
| Correlation | 0.9393240397 |
|---|
DSM_Somp_T
Highly correlated
This variable is highly correlated with DSM_Somp_Raw and should be ignored for analysis
| Correlation | 0.9823600306 |
|---|
Ethnicity
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Not Hispanic/Latino | |
|---|---|
| Hispanic/Latino | 105 |
| Unknown or Not Reported | 13 |
| Value | Count | Frequency (%) | |
| Not Hispanic/Latino | 1088 | 90.2% | |
| Hispanic/Latino | 105 | 8.7% | |
| Unknown or Not Reported | 13 | 1.1% |
| Max length | 23 |
|---|---|
| Mean length | 18.69485904 |
| Min length | 15 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
EVA_Denom
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.27363184 |
|---|---|
| Minimum | 10 |
| Maximum | 160 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 12 |
| Median | 16 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 160 |
| Range | 150 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 6.405890799 |
|---|---|
| Coef of variation | 0.4194084855 |
| Kurtosis | 222.589971 |
| Mean | 15.27363184 |
| MAD | 3.358283211 |
| Skewness | 11.03336125 |
| Sum | 18420 |
| Variance | 41.03543692 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=12)
Histogram with variable size bins (bins=[ 10. 11. 13. 15. 17. 19. 22.5 28.5 45. 160. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 16 | 447 | 37.1% | |
| 12 | 439 | 36.4% | |
| 20 | 148 | 12.3% | |
| 10 | 111 | 9.2% | |
| 25 | 34 | 2.8% | |
| 32 | 14 | 1.2% | |
| 40 | 5 | 0.4% | |
| 63 | 2 | 0.2% | |
| 50 | 2 | 0.2% | |
| 14 | 2 | 0.2% | |
| Other values (2) | 2 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 10 | 111 | 9.2% | |
| 12 | 439 | 36.4% | |
| 14 | 2 | 0.2% | |
| 16 | 447 | 37.1% | |
| 18 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 160 | 1 | 0.1% | |
| 63 | 2 | 0.2% | |
| 50 | 2 | 0.2% | |
| 40 | 5 | 0.4% | |
| 32 | 14 | 1.2% |
EVA_Num
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 20 | |
|---|---|
| 29 | 1 |
| Value | Count | Frequency (%) | |
| 20 | 1205 | 99.9% | |
| 29 | 1 | 0.1% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Eye
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 25.1% |
| Missing (n) | 303 |
| B | |
|---|---|
| R | 4 |
| (Missing) |
| Value | Count | Frequency (%) | |
| B | 899 | 74.5% | |
| R | 4 | 0.3% | |
| (Missing) | 303 | 25.1% |
| Max length | 3 |
|---|---|
| Mean length | 1.502487562 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
FamHist_Fath_Alz
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 13 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1188 | 98.5% | |
| 1 | 13 | 1.1% | |
| (Missing) | 5 | 0.4% |
FamHist_Fath_Anx
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 36 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1165 | 96.6% | |
| 1 | 36 | 3.0% | |
| (Missing) | 5 | 0.4% |
FamHist_Fath_BP
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 15 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1186 | 98.3% | |
| 1 | 15 | 1.2% | |
| (Missing) | 5 | 0.4% |
FamHist_Fath_Dep
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 70 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1131 | 93.8% | |
| 1 | 70 | 5.8% | |
| (Missing) | 5 | 0.4% |
FamHist_Fath_DrgAlc
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 166 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1035 | 85.8% | |
| 1 | 166 | 13.8% | |
| (Missing) | 5 | 0.4% |
FamHist_Fath_None
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 1 | 960 | 79.6% | |
| 0 | 241 | 20.0% | |
| (Missing) | 5 | 0.4% |
FamHist_Fath_PD
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 7 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1194 | 99.0% | |
| 1 | 7 | 0.6% | |
| (Missing) | 5 | 0.4% |
FamHist_Fath_Scz
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 2 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1199 | 99.4% | |
| 1 | 2 | 0.2% | |
| (Missing) | 5 | 0.4% |
FamHist_Fath_TS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1201 | 99.6% | |
| (Missing) | 5 | 0.4% |
FamHist_Moth_Alz
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 5 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1196 | 99.2% | |
| 1 | 5 | 0.4% | |
| (Missing) | 5 | 0.4% |
FamHist_Moth_Anx
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 47 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1154 | 95.7% | |
| 1 | 47 | 3.9% | |
| (Missing) | 5 | 0.4% |
FamHist_Moth_BP
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 26 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1175 | 97.4% | |
| 1 | 26 | 2.2% | |
| (Missing) | 5 | 0.4% |
FamHist_Moth_Dep
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 124 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1077 | 89.3% | |
| 1 | 124 | 10.3% | |
| (Missing) | 5 | 0.4% |
FamHist_Moth_DrgAlc
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 37 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1164 | 96.5% | |
| 1 | 37 | 3.1% | |
| (Missing) | 5 | 0.4% |
FamHist_Moth_None
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 1 | |
|---|---|
| 0 | 175 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 1 | 1026 | 85.1% | |
| 0 | 175 | 14.5% | |
| (Missing) | 5 | 0.4% |
FamHist_Moth_PD
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 3 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1198 | 99.3% | |
| 1 | 3 | 0.2% | |
| (Missing) | 5 | 0.4% |
FamHist_Moth_Scz
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| 1 | 5 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1196 | 99.2% | |
| 1 | 5 | 0.4% | |
| (Missing) | 5 | 0.4% |
FamHist_Moth_TS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.4% |
| Missing (n) | 5 |
| 0 | |
|---|---|
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1201 | 99.6% | |
| (Missing) | 5 | 0.4% |
Family_ID
Categorical
| Distinct count | 457 |
|---|---|
| Unique (%) | 37.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 55651_85473 | 6 |
|---|---|
| 51751_81615_99984_99985 | 5 |
| 52379_82242 | 5 |
| Other values (454) |
| Value | Count | Frequency (%) | |
| 55651_85473 | 6 | 0.5% | |
| 51751_81615_99984_99985 | 5 | 0.4% | |
| 52379_82242 | 5 | 0.4% | |
| 52410_82265_99979 | 5 | 0.4% | |
| 52385_82248 | 5 | 0.4% | |
| 55788_85609 | 5 | 0.4% | |
| 52727_82548 | 5 | 0.4% | |
| 55705_85527 | 4 | 0.3% | |
| 51627_81491_99981 | 4 | 0.3% | |
| 52801_82622 | 4 | 0.3% | |
| Other values (447) | 1158 | 96.0% |
| Max length | 23 |
|---|---|
| Mean length | 11.51243781 |
| Min length | 11 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Father_ID
Numeric
| Distinct count | 482 |
|---|---|
| Unique (%) | 40.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 83166.26783 |
|---|---|
| Minimum | 80216 |
| Maximum | 99999 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 80216 |
|---|---|
| 5-th percentile | 81185 |
| Q1 | 81476 |
| Median | 82201 |
| Q3 | 84431 |
| 95-th percentile | 85940 |
| Maximum | 99999 |
| Range | 19783 |
| Interquartile range | 2955 |
Descriptive statistics
| Standard deviation | 3075.715552 |
|---|---|
| Coef of variation | 0.03698272908 |
| Kurtosis | 18.02239046 |
| Mean | 83166.26783 |
| MAD | 1909.076893 |
| Skewness | 3.839544343 |
| Sum | 100298519 |
| Variance | 9460026.155 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[80216. 81147. 81359.5 81699. 81991.5 ... 85512. 85531.5 86020. 99972.5 99999. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 85473 | 6 | 0.5% | |
| 82242 | 5 | 0.4% | |
| 82248 | 5 | 0.4% | |
| 85609 | 5 | 0.4% | |
| 82548 | 5 | 0.4% | |
| 81391 | 4 | 0.3% | |
| 81646 | 4 | 0.3% | |
| 85712 | 4 | 0.3% | |
| 85894 | 4 | 0.3% | |
| 81780 | 4 | 0.3% | |
| Other values (472) | 1160 | 96.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 80216 | 2 | 0.2% | |
| 80310 | 1 | 0.1% | |
| 80312 | 2 | 0.2% | |
| 80340 | 2 | 0.2% | |
| 80448 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 99999 | 1 | 0.1% | |
| 99997 | 1 | 0.1% | |
| 99995 | 1 | 0.1% | |
| 99994 | 2 | 0.2% | |
| 99993 | 1 | 0.1% |
Handedness
Numeric
| Distinct count | 41 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 65.62189055 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -60 |
| Q1 | 60 |
| Median | 80 |
| Q3 | 95 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range | 35 |
Descriptive statistics
| Standard deviation | 44.9945463 |
|---|---|
| Coef of variation | 0.6856636699 |
| Kurtosis | 4.076794577 |
| Mean | 65.62189055 |
| MAD | 30.1276371 |
| Skewness | -2.158568882 |
| Sum | 79140 |
| Variance | 2024.509197 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=41)
Histogram with variable size bins (bins=[-100. 32.5 52.5 67.5 77.5 82.5 97.5 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 100 | 236 | 19.6% | |
| 80 | 167 | 13.8% | |
| 90 | 115 | 9.5% | |
| 70 | 85 | 7.0% | |
| 95 | 80 | 6.6% | |
| 75 | 78 | 6.5% | |
| 85 | 72 | 6.0% | |
| 65 | 57 | 4.7% | |
| 60 | 54 | 4.5% | |
| 55 | 39 | 3.2% | |
| Other values (31) | 223 | 18.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -100 | 8 | 0.7% | |
| -95 | 5 | 0.4% | |
| -90 | 5 | 0.4% | |
| -85 | 6 | 0.5% | |
| -80 | 8 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 236 | 19.6% | |
| 95 | 80 | 6.6% | |
| 90 | 115 | 9.5% | |
| 85 | 72 | 6.0% | |
| 80 | 167 | 13.8% |
HasGT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| True | |
|---|---|
| False | 64 |
| Value | Count | Frequency (%) | |
| True | 1142 | 94.7% | |
| False | 64 | 5.3% |
HbA1C
Numeric
| Distinct count | 28 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 31.6% |
| Missing (n) | 381 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.236121212 |
|---|---|
| Minimum | 1.32 |
| Maximum | 9.6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.32 |
|---|---|
| 5-th percentile | 4.8 |
| Q1 | 5.1 |
| Median | 5.2 |
| Q3 | 5.4 |
| 95-th percentile | 5.7 |
| Maximum | 9.6 |
| Range | 8.28 |
| Interquartile range | 0.3 |
Descriptive statistics
| Standard deviation | 0.3727651657 |
|---|---|
| Coef of variation | 0.07119108795 |
| Kurtosis | 38.67441219 |
| Mean | 5.236121212 |
| MAD | 0.24127618 |
| Skewness | 0.1170417457 |
| Sum | 4319.8 |
| Variance | 0.1389538688 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) | |
| 5.3 | 127 | 10.5% | |
| 5.2 | 123 | 10.2% | |
| 5.4 | 102 | 8.5% | |
| 5.1 | 93 | 7.7% | |
| 5 | 81 | 6.7% | |
| 5.5 | 71 | 5.9% | |
| 5.6 | 51 | 4.2% | |
| 4.9 | 44 | 3.6% | |
| 4.8 | 35 | 2.9% | |
| 5.7 | 27 | 2.2% | |
| Other values (17) | 71 | 5.9% | |
| (Missing) | 381 | 31.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.32 | 1 | 0.1% | |
| 3.12 | 1 | 0.1% | |
| 3.26 | 1 | 0.1% | |
| 4.1 | 1 | 0.1% | |
| 4.3 | 3 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.6 | 1 | 0.1% | |
| 6.5 | 1 | 0.1% | |
| 6.3 | 1 | 0.1% | |
| 6.2 | 1 | 0.1% | |
| 6.1 | 2 | 0.2% |
Height
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 67.4846473 |
|---|---|
| Minimum | 58 |
| Maximum | 80 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 58 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 65 |
| Median | 67 |
| Q3 | 70 |
| 95-th percentile | 74 |
| Maximum | 80 |
| Range | 22 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 3.955206625 |
|---|---|
| Coef of variation | 0.05860898417 |
| Kurtosis | -0.5233309703 |
| Mean | 67.4846473 |
| MAD | 3.276790689 |
| Skewness | 0.2140559212 |
| Sum | 81319 |
| Variance | 15.64365945 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) | |
| 65 | 119 | 9.9% | |
| 66 | 112 | 9.3% | |
| 67 | 105 | 8.7% | |
| 68 | 102 | 8.5% | |
| 64 | 96 | 8.0% | |
| 70 | 93 | 7.7% | |
| 69 | 86 | 7.1% | |
| 72 | 84 | 7.0% | |
| 63 | 84 | 7.0% | |
| 71 | 73 | 6.1% | |
| Other values (13) | 251 | 20.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 58 | 2 | 0.2% | |
| 59 | 9 | 0.7% | |
| 60 | 21 | 1.7% | |
| 61 | 26 | 2.2% | |
| 62 | 60 | 5.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 80 | 1 | 0.1% | |
| 79 | 1 | 0.1% | |
| 78 | 3 | 0.2% | |
| 77 | 5 | 0.4% | |
| 76 | 16 | 1.3% |
Hematocrit_1
Numeric
| Distinct count | 37 |
|---|---|
| Unique (%) | 3.1% |
| Missing (%) | 8.7% |
| Missing (n) | 105 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 43.34059946 |
|---|---|
| Minimum | 11 |
| Maximum | 59 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 40 |
| Median | 43 |
| Q3 | 47 |
| 95-th percentile | 50 |
| Maximum | 59 |
| Range | 48 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 4.737401973 |
|---|---|
| Coef of variation | 0.1093063325 |
| Kurtosis | 3.965441516 |
| Mean | 43.34059946 |
| MAD | 3.641044678 |
| Skewness | -0.8997338855 |
| Sum | 47718 |
| Variance | 22.44297746 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) | |
| 43 | 103 | 8.5% | |
| 40 | 97 | 8.0% | |
| 47 | 93 | 7.7% | |
| 42 | 88 | 7.3% | |
| 44 | 86 | 7.1% | |
| 45 | 83 | 6.9% | |
| 38 | 77 | 6.4% | |
| 46 | 76 | 6.3% | |
| 48 | 75 | 6.2% | |
| 41 | 71 | 5.9% | |
| Other values (26) | 252 | 20.9% | |
| (Missing) | 105 | 8.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.1% | |
| 18 | 1 | 0.1% | |
| 20 | 2 | 0.2% | |
| 22 | 1 | 0.1% | |
| 23 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 59 | 1 | 0.1% | |
| 56 | 1 | 0.1% | |
| 55 | 2 | 0.2% | |
| 54 | 5 | 0.4% | |
| 53 | 7 | 0.6% |
Hematocrit_2
Highly correlated
This variable is highly correlated with Hematocrit_1 and should be ignored for analysis
| Correlation | 0.9410105865 |
|---|
Hyperthyroidism
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 45.8% |
| Missing (n) | 552 |
| 0 | |
|---|---|
| 1 | 2 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 652 | 54.1% | |
| 1 | 2 | 0.2% | |
| (Missing) | 552 | 45.8% |
Hyperthyroidism_Onset
Highly correlated
This variable is highly correlated with Father_ID and should be ignored for analysis
| Correlation | 1 |
|---|
Hypothyroidism
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 45.8% |
| Missing (n) | 552 |
| 0 | |
|---|---|
| 1 | 4 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 650 | 53.9% | |
| 1 | 4 | 0.3% | |
| (Missing) | 552 | 45.8% |
Hypothyroidism_Onset
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 99.7% |
| Missing (n) | 1202 |
| 31 | 1 |
|---|---|
| 23 | 1 |
| 30 | 1 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 31 | 1 | 0.1% | |
| 23 | 1 | 0.1% | |
| 30 | 1 | 0.1% | |
| 26 | 1 | 0.1% | |
| (Missing) | 1202 | 99.7% |
| Max length | 4 |
|---|---|
| Mean length | 3.00331675 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Menstrual_AgeBegan
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
Menstrual_AgeIrreg
Highly correlated
This variable is highly correlated with Hypothyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
Menstrual_AgeStop
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 97.6% |
| Missing (n) | 1177 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 28.24137931 |
|---|---|
| Minimum | 17 |
| Maximum | 37 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 20.8 |
| Q1 | 26 |
| Median | 29 |
| Q3 | 31 |
| 95-th percentile | 34.2 |
| Maximum | 37 |
| Range | 20 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 4.59545717 |
|---|---|
| Coef of variation | 0.1627207057 |
| Kurtosis | 0.1038379287 |
| Mean | 28.24137931 |
| MAD | 3.612366231 |
| Skewness | -0.531869882 |
| Sum | 819 |
| Variance | 21.1182266 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 31 | 6 | 0.5% | |
| 27 | 3 | 0.2% | |
| 28 | 3 | 0.2% | |
| 33 | 2 | 0.2% | |
| 22 | 2 | 0.2% | |
| 32 | 2 | 0.2% | |
| 24 | 2 | 0.2% | |
| 29 | 2 | 0.2% | |
| 23 | 1 | 0.1% | |
| 35 | 1 | 0.1% | |
| Other values (5) | 5 | 0.4% | |
| (Missing) | 1177 | 97.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.1% | |
| 20 | 1 | 0.1% | |
| 22 | 2 | 0.2% | |
| 23 | 1 | 0.1% | |
| 24 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 37 | 1 | 0.1% | |
| 35 | 1 | 0.1% | |
| 33 | 2 | 0.2% | |
| 32 | 2 | 0.2% | |
| 31 | 6 | 0.5% |
Menstrual_BirthControlCode
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 84.5% |
| Missing (n) | 1019 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.727272727 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.377801953 |
|---|---|
| Coef of variation | 0.7976748147 |
| Kurtosis | 4.053933489 |
| Mean | 1.727272727 |
| MAD | 0.9489547885 |
| Skewness | 2.235023235 |
| Sum | 323 |
| Variance | 1.898338221 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 1 | 122 | 10.1% | |
| 2 | 42 | 3.5% | |
| 6 | 13 | 1.1% | |
| 4 | 9 | 0.7% | |
| 3 | 1 | 0.1% | |
| (Missing) | 1019 | 84.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 122 | 10.1% | |
| 2 | 42 | 3.5% | |
| 3 | 1 | 0.1% | |
| 4 | 9 | 0.7% | |
| 6 | 13 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 13 | 1.1% | |
| 4 | 9 | 0.7% | |
| 3 | 1 | 0.1% | |
| 2 | 42 | 3.5% | |
| 1 | 122 | 10.1% |
Menstrual_CycleLength
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 45.8% |
| Missing (n) | 552 |
| 2 | |
|---|---|
| 1 | 86 |
| 3 | 53 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 2 | 515 | 42.7% | |
| 1 | 86 | 7.1% | |
| 3 | 53 | 4.4% | |
| (Missing) | 552 | 45.8% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Menstrual_DaysSinceLast
Numeric
| Distinct count | 146 |
|---|---|
| Unique (%) | 12.1% |
| Missing (%) | 46.3% |
| Missing (n) | 558 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 129.1188272 |
|---|---|
| Minimum | -707 |
| Maximum | 9139 |
| Zeros (%) | 1.2% |
Quantile statistics
| Minimum | -707 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| Median | 16.5 |
| Q3 | 28 |
| 95-th percentile | 538.5 |
| Maximum | 9139 |
| Range | 9846 |
| Interquartile range | 20 |
Descriptive statistics
| Standard deviation | 567.5247209 |
|---|---|
| Coef of variation | 4.395367689 |
| Kurtosis | 127.6448952 |
| Mean | 129.1188272 |
| MAD | 199.9065786 |
| Skewness | 9.975119916 |
| Sum | 83669 |
| Variance | 322084.3089 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 14 | 38 | 3.2% | |
| 21 | 28 | 2.3% | |
| 7 | 27 | 2.2% | |
| 2 | 22 | 1.8% | |
| 10 | 22 | 1.8% | |
| 8 | 22 | 1.8% | |
| 15 | 21 | 1.7% | |
| 20 | 20 | 1.7% | |
| 6 | 19 | 1.6% | |
| 11 | 19 | 1.6% | |
| Other values (135) | 410 | 34.0% | |
| (Missing) | 558 | 46.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -707 | 1 | 0.1% | |
| -302 | 1 | 0.1% | |
| -289 | 1 | 0.1% | |
| 0 | 15 | 1.2% | |
| 1 | 16 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9139 | 1 | 0.1% | |
| 6222 | 1 | 0.1% | |
| 4335 | 1 | 0.1% | |
| 3681 | 1 | 0.1% | |
| 3451 | 1 | 0.1% |
Menstrual_Explain
Categorical
| Distinct count | 149 |
|---|---|
| Unique (%) | 12.4% |
| Missing (%) | 87.5% |
| Missing (n) | 1055 |
| Mirena causes irregular menstrual cycles. | 2 |
|---|---|
| IUD | 2 |
| depo | 2 |
| Other values (145) | 145 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Mirena causes irregular menstrual cycles. | 2 | 0.2% | |
| IUD | 2 | 0.2% | |
| depo | 2 | 0.2% | |
| No cycles due to currently breast feeding and prior pregnancy since May 2014. | 1 | 0.1% | |
| Has never had a regular period her entire life. | 1 | 0.1% | |
| on birth control | 1 | 0.1% | |
| IUD | 1 | 0.1% | |
| on mirena iud no periods | 1 | 0.1% | |
| Breastfeeding so periods come a bit more irregularly like every 40 days. She says however it is very hit or miss. Just the last seven months. | 1 | 0.1% | |
| Not right now but usually. IUD in and out recently so this month has been out of whack. | 1 | 0.1% | |
| Other values (138) | 138 | 11.4% | |
| (Missing) | 1055 | 87.5% |
| Max length | 209 |
|---|---|
| Mean length | 11.19402985 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Menstrual_MonthsSinceStop
Highly correlated
This variable is highly correlated with Menstrual_DaysSinceLast and should be ignored for analysis
| Correlation | 0.9985947989 |
|---|
Menstrual_RegCycles
Highly correlated
This variable is highly correlated with Hypothyroidism_Onset and should be ignored for analysis
| Correlation | 0.9370425713 |
|---|
Menstrual_UsingBirthControl
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 45.8% |
| Missing (n) | 552 |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 468 | 38.8% | |
| 1 | 186 | 15.4% | |
| (Missing) | 552 | 45.8% |
MethAmphetamine
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 6 |
| Value | Count | Frequency (%) | |
| False | 1200 | 99.5% | |
| True | 6 | 0.5% |
Mother_ID
Numeric
| Distinct count | 462 |
|---|---|
| Unique (%) | 38.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 53110.31592 |
|---|---|
| Minimum | 50263 |
| Maximum | 99998 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 50263 |
|---|---|
| 5-th percentile | 51320 |
| Q1 | 51603 |
| Median | 52312 |
| Q3 | 53302.25 |
| 95-th percentile | 56076 |
| Maximum | 99998 |
| Range | 49735 |
| Interquartile range | 1699.25 |
Descriptive statistics
| Standard deviation | 3464.007126 |
|---|---|
| Coef of variation | 0.06522286802 |
| Kurtosis | 136.9999714 |
| Mean | 53110.31592 |
| MAD | 1654.428925 |
| Skewness | 10.37182604 |
| Sum | 64051041 |
| Variance | 11999345.37 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[50263. 51281. 51495.5 51835. 52127.5 ... 55690. 55710. 56201. 99985.5 99998. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 55651 | 6 | 0.5% | |
| 52410 | 5 | 0.4% | |
| 52379 | 5 | 0.4% | |
| 52727 | 5 | 0.4% | |
| 52385 | 5 | 0.4% | |
| 55788 | 5 | 0.4% | |
| 51345 | 4 | 0.3% | |
| 55705 | 4 | 0.3% | |
| 55706 | 4 | 0.3% | |
| 51945 | 4 | 0.3% | |
| Other values (452) | 1159 | 96.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 50263 | 2 | 0.2% | |
| 50371 | 1 | 0.1% | |
| 50373 | 2 | 0.2% | |
| 50406 | 2 | 0.2% | |
| 50532 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 99998 | 1 | 0.1% | |
| 99996 | 1 | 0.1% | |
| 99989 | 1 | 0.1% | |
| 99987 | 1 | 0.1% | |
| 99984 | 1 | 0.1% |
Num_Days_Drank_7days
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.3% |
| Missing (n) | 4 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.619800333 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 37.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.778596204 |
|---|---|
| Coef of variation | 1.098034225 |
| Kurtosis | 0.562578197 |
| Mean | 1.619800333 |
| MAD | 1.453516186 |
| Skewness | 1.09759638 |
| Sum | 1947 |
| Variance | 3.163404456 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 0 | 449 | 37.2% | |
| 1 | 236 | 19.6% | |
| 2 | 204 | 16.9% | |
| 3 | 116 | 9.6% | |
| 4 | 106 | 8.8% | |
| 5 | 40 | 3.3% | |
| 6 | 26 | 2.2% | |
| 7 | 25 | 2.1% | |
| (Missing) | 4 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 449 | 37.2% | |
| 1 | 236 | 19.6% | |
| 2 | 204 | 16.9% | |
| 3 | 116 | 9.6% | |
| 4 | 106 | 8.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 25 | 2.1% | |
| 6 | 26 | 2.2% | |
| 5 | 40 | 3.3% | |
| 4 | 106 | 8.8% | |
| 3 | 116 | 9.6% |
Num_Days_Used_Any_Tobacco_7days
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
Opiates
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 10 |
| Value | Count | Frequency (%) | |
| False | 1196 | 99.2% | |
| True | 10 | 0.8% |
OtherEndocrine_ProbOnset
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 98.3% |
| Missing (n) | 1186 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 23.5 |
|---|---|
| Minimum | 14 |
| Maximum | 34 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 20.75 |
| Median | 23 |
| Q3 | 28 |
| 95-th percentile | 31.15 |
| Maximum | 34 |
| Range | 20 |
| Interquartile range | 7.25 |
Descriptive statistics
| Standard deviation | 5.567764363 |
|---|---|
| Coef of variation | 0.2369261431 |
| Kurtosis | -0.6167702417 |
| Mean | 23.5 |
| MAD | 4.45 |
| Skewness | -0.04472344816 |
| Sum | 470 |
| Variance | 31 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 28 | 4 | 0.3% | |
| 21 | 3 | 0.2% | |
| 23 | 3 | 0.2% | |
| 14 | 2 | 0.2% | |
| 17 | 2 | 0.2% | |
| 30 | 1 | 0.1% | |
| 25 | 1 | 0.1% | |
| 20 | 1 | 0.1% | |
| 31 | 1 | 0.1% | |
| 24 | 1 | 0.1% | |
| (Missing) | 1186 | 98.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 14 | 2 | 0.2% | |
| 17 | 2 | 0.2% | |
| 20 | 1 | 0.1% | |
| 21 | 3 | 0.2% | |
| 23 | 3 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34 | 1 | 0.1% | |
| 31 | 1 | 0.1% | |
| 30 | 1 | 0.1% | |
| 28 | 4 | 0.3% | |
| 25 | 1 | 0.1% |
OtherEndocrn_Prob
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 45.7% |
| Missing (n) | 551 |
| 0 | |
|---|---|
| 1 | 20 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 635 | 52.7% | |
| 1 | 20 | 1.7% | |
| (Missing) | 551 | 45.7% |
Oxycontin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 6 |
| Value | Count | Frequency (%) | |
| False | 1200 | 99.5% | |
| True | 6 | 0.5% |
Race
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| White | |
|---|---|
| Black or African Am. | |
| Asian/Nat. Hawaiian/Othr Pacific Is. | 69 |
| Other values (3) | 57 |
| Value | Count | Frequency (%) | |
| White | 887 | 73.5% | |
| Black or African Am. | 193 | 16.0% | |
| Asian/Nat. Hawaiian/Othr Pacific Is. | 69 | 5.7% | |
| More than one | 32 | 2.7% | |
| Unknown or Not Reported | 23 | 1.9% | |
| Am. Indian/Alaskan Nat. | 2 | 0.2% |
| Max length | 36 |
|---|---|
| Mean length | 9.759535655 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
SSAGA_Agoraphobia
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 2.7% |
| Missing (n) | 33 |
| 1 | |
|---|---|
| 5 | 84 |
| (Missing) | 33 |
| Value | Count | Frequency (%) | |
| 1 | 1089 | 90.3% | |
| 5 | 84 | 7.0% | |
| (Missing) | 33 | 2.7% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Alc_12_Drinks_Per_Day
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 5.6% |
| Missing (n) | 68 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.264499121 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 6.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.576371752 |
|---|---|
| Coef of variation | 0.6961238084 |
| Kurtosis | -0.361645872 |
| Mean | 2.264499121 |
| MAD | 1.292454928 |
| Skewness | 0.751683042 |
| Sum | 2577 |
| Variance | 2.484947902 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 381 | 31.6% | |
| 2 | 274 | 22.7% | |
| 3 | 165 | 13.7% | |
| 5 | 119 | 9.9% | |
| 0 | 80 | 6.6% | |
| 4 | 78 | 6.5% | |
| 6 | 41 | 3.4% | |
| (Missing) | 68 | 5.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 80 | 6.6% | |
| 1 | 381 | 31.6% | |
| 2 | 274 | 22.7% | |
| 3 | 165 | 13.7% | |
| 4 | 78 | 6.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 41 | 3.4% | |
| 5 | 119 | 9.9% | |
| 4 | 78 | 6.5% | |
| 3 | 165 | 13.7% | |
| 2 | 274 | 22.7% |
SSAGA_Alc_12_Frq
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_Alc_12_Frq_5plus
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_Alc_12_Frq_Drk
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 5.5% |
| Missing (n) | 66 |
| 3 | |
|---|---|
| 4 | |
| 2 |
| Value | Count | Frequency (%) | |
| 3 | 441 | 36.6% | |
| 4 | 439 | 36.4% | |
| 2 | 190 | 15.8% | |
| 1 | 70 | 5.8% | |
| (Missing) | 66 | 5.5% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Alc_12_Max_Drinks
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 5.5% |
| Missing (n) | 66 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.865789474 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 6.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.854796073 |
|---|---|
| Coef of variation | 0.6472199336 |
| Kurtosis | -0.3049080736 |
| Mean | 2.865789474 |
| MAD | 1.461537396 |
| Skewness | 0.5903974417 |
| Sum | 3267 |
| Variance | 3.440268472 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 3 | 284 | 23.5% | |
| 1 | 222 | 18.4% | |
| 2 | 219 | 18.2% | |
| 4 | 115 | 9.5% | |
| 5 | 96 | 8.0% | |
| 0 | 80 | 6.6% | |
| 7 | 71 | 5.9% | |
| 6 | 53 | 4.4% | |
| (Missing) | 66 | 5.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 80 | 6.6% | |
| 1 | 222 | 18.4% | |
| 2 | 219 | 18.2% | |
| 3 | 284 | 23.5% | |
| 4 | 115 | 9.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 71 | 5.9% | |
| 6 | 53 | 4.4% | |
| 5 | 96 | 8.0% | |
| 4 | 115 | 9.5% | |
| 3 | 284 | 23.5% |
SSAGA_Alc_Age_1st_Use
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_Alc_D4_Ab_Dx
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 1 | |
|---|---|
| 5 | 184 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 1 | 1020 | 84.6% | |
| 5 | 184 | 15.3% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Alc_D4_Ab_Sx
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | 157 |
| 2 | 82 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 965 | 80.0% | |
| 1 | 157 | 13.0% | |
| 2 | 82 | 6.8% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Alc_D4_Dp_Dx
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 1 | |
|---|---|
| 5 | 69 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 1 | 1135 | 94.1% | |
| 5 | 69 | 5.7% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Alc_D4_Dp_Sx
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | |
| 2 | 123 |
| Value | Count | Frequency (%) | |
| 0 | 761 | 63.1% | |
| 1 | 269 | 22.3% | |
| 2 | 123 | 10.2% | |
| 3 | 51 | 4.2% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Alc_Hvy_Drinks_Per_Day
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 5.6% |
| Missing (n) | 68 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.366432337 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.745505024 |
|---|---|
| Coef of variation | 0.518502928 |
| Kurtosis | -1.34841012 |
| Mean | 3.366432337 |
| MAD | 1.548486383 |
| Skewness | 0.08297115065 |
| Sum | 3831 |
| Variance | 3.046787788 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 1 | 227 | 18.8% | |
| 5 | 217 | 18.0% | |
| 2 | 201 | 16.7% | |
| 3 | 189 | 15.7% | |
| 6 | 167 | 13.8% | |
| 4 | 137 | 11.4% | |
| (Missing) | 68 | 5.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 227 | 18.8% | |
| 2 | 201 | 16.7% | |
| 3 | 189 | 15.7% | |
| 4 | 137 | 11.4% | |
| 5 | 217 | 18.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 167 | 13.8% | |
| 5 | 217 | 18.0% | |
| 4 | 137 | 11.4% | |
| 3 | 189 | 15.7% | |
| 2 | 201 | 16.7% |
SSAGA_Alc_Hvy_Frq
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 5.5% |
| Missing (n) | 66 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.416666667 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.785976819 |
|---|---|
| Coef of variation | 0.5227249227 |
| Kurtosis | -1.392589224 |
| Mean | 3.416666667 |
| MAD | 1.594152047 |
| Skewness | 0.05143882742 |
| Sum | 3895 |
| Variance | 3.189713199 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 1 | 233 | 19.3% | |
| 5 | 212 | 17.6% | |
| 6 | 192 | 15.9% | |
| 2 | 191 | 15.8% | |
| 3 | 180 | 14.9% | |
| 4 | 132 | 10.9% | |
| (Missing) | 66 | 5.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 233 | 19.3% | |
| 2 | 191 | 15.8% | |
| 3 | 180 | 14.9% | |
| 4 | 132 | 10.9% | |
| 5 | 212 | 17.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 192 | 15.9% | |
| 5 | 212 | 17.6% | |
| 4 | 132 | 10.9% | |
| 3 | 180 | 14.9% | |
| 2 | 191 | 15.8% |
SSAGA_Alc_Hvy_Frq_5plus
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 5.5% |
| Missing (n) | 66 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.973684211 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.453164186 |
|---|---|
| Coef of variation | 0.488674682 |
| Kurtosis | -1.379791119 |
| Mean | 2.973684211 |
| MAD | 1.264819945 |
| Skewness | 0.05958836215 |
| Sum | 3390 |
| Variance | 2.111686151 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 2 | 258 | 21.4% | |
| 5 | 246 | 20.4% | |
| 1 | 238 | 19.7% | |
| 4 | 212 | 17.6% | |
| 3 | 186 | 15.4% | |
| (Missing) | 66 | 5.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 238 | 19.7% | |
| 2 | 258 | 21.4% | |
| 3 | 186 | 15.4% | |
| 4 | 212 | 17.6% | |
| 5 | 246 | 20.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 246 | 20.4% | |
| 4 | 212 | 17.6% | |
| 3 | 186 | 15.4% | |
| 2 | 258 | 21.4% | |
| 1 | 238 | 19.7% |
SSAGA_Alc_Hvy_Frq_Drk
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 5.5% |
| Missing (n) | 66 |
| 1 | |
|---|---|
| 3 | |
| 4 |
| Value | Count | Frequency (%) | |
| 1 | 377 | 31.3% | |
| 3 | 301 | 25.0% | |
| 4 | 234 | 19.4% | |
| 2 | 228 | 18.9% | |
| (Missing) | 66 | 5.5% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Alc_Hvy_Max_Drinks
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 5.5% |
| Missing (n) | 66 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.459649123 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.968840649 |
|---|---|
| Coef of variation | 0.5690868003 |
| Kurtosis | -1.080990192 |
| Mean | 3.459649123 |
| MAD | 1.700123115 |
| Skewness | 0.4163704446 |
| Sum | 3944 |
| Variance | 3.876333503 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 2 | 234 | 19.4% | |
| 1 | 217 | 18.0% | |
| 3 | 204 | 16.9% | |
| 6 | 144 | 11.9% | |
| 4 | 142 | 11.8% | |
| 7 | 110 | 9.1% | |
| 5 | 89 | 7.4% | |
| (Missing) | 66 | 5.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 217 | 18.0% | |
| 2 | 234 | 19.4% | |
| 3 | 204 | 16.9% | |
| 4 | 142 | 11.8% | |
| 5 | 89 | 7.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 110 | 9.1% | |
| 6 | 144 | 11.9% | |
| 5 | 89 | 7.4% | |
| 4 | 142 | 11.8% | |
| 3 | 204 | 16.9% |
SSAGA_BMICat
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_BMICatHeaviest
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_ChildhoodConduct
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_Depressive_Ep
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 2.7% |
| Missing (n) | 33 |
| 1 | |
|---|---|
| 5 | 113 |
| (Missing) | 33 |
| Value | Count | Frequency (%) | |
| 1 | 1060 | 87.9% | |
| 5 | 113 | 9.4% | |
| (Missing) | 33 | 2.7% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Depressive_Sx
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_Educ
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.86378738 |
|---|---|
| Minimum | 11 |
| Maximum | 17 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 13.75 |
| Median | 16 |
| Q3 | 16 |
| 95-th percentile | 17 |
| Maximum | 17 |
| Range | 6 |
| Interquartile range | 2.25 |
Descriptive statistics
| Standard deviation | 1.819279115 |
|---|---|
| Coef of variation | 0.1223967398 |
| Kurtosis | -0.9052378711 |
| Mean | 14.86378738 |
| MAD | 1.594723016 |
| Skewness | -0.6684301303 |
| Sum | 17896 |
| Variance | 3.3097765 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 16 | 490 | 40.6% | |
| 17 | 184 | 15.3% | |
| 12 | 176 | 14.6% | |
| 14 | 154 | 12.8% | |
| 13 | 80 | 6.6% | |
| 15 | 75 | 6.2% | |
| 11 | 45 | 3.7% | |
| (Missing) | 2 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 11 | 45 | 3.7% | |
| 12 | 176 | 14.6% | |
| 13 | 80 | 6.6% | |
| 14 | 154 | 12.8% | |
| 15 | 75 | 6.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17 | 184 | 15.3% | |
| 16 | 490 | 40.6% | |
| 15 | 75 | 6.2% | |
| 14 | 154 | 12.8% | |
| 13 | 80 | 6.6% |
SSAGA_Employ
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 2 | |
|---|---|
| 1 | |
| 0 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 2 | 816 | 67.7% | |
| 1 | 200 | 16.6% | |
| 0 | 188 | 15.6% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_FTND_Score
Highly correlated
This variable is highly correlated with Menstrual_MonthsSinceStop and should be ignored for analysis
| Correlation | 0.9983737378 |
|---|
SSAGA_HSI_Score
Highly correlated
This variable is highly correlated with SSAGA_FTND_Score and should be ignored for analysis
| Correlation | 0.9371991175 |
|---|
SSAGA_Income
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.6% |
| Missing (n) | 7 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.003336113 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.172830151 |
|---|---|
| Coef of variation | 0.4342762712 |
| Kurtosis | -1.058166114 |
| Mean | 5.003336113 |
| MAD | 1.858268045 |
| Skewness | -0.2815720461 |
| Sum | 5999 |
| Variance | 4.721190864 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 6 | 250 | 20.7% | |
| 8 | 186 | 15.4% | |
| 7 | 154 | 12.8% | |
| 3 | 153 | 12.7% | |
| 4 | 137 | 11.4% | |
| 5 | 126 | 10.4% | |
| 2 | 103 | 8.5% | |
| 1 | 90 | 7.5% | |
| (Missing) | 7 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 90 | 7.5% | |
| 2 | 103 | 8.5% | |
| 3 | 153 | 12.7% | |
| 4 | 137 | 11.4% | |
| 5 | 126 | 10.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 186 | 15.4% | |
| 7 | 154 | 12.8% | |
| 6 | 250 | 20.7% | |
| 5 | 126 | 10.4% | |
| 4 | 137 | 11.4% |
SSAGA_InSchool
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_Mj_Ab_Dep
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | 109 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1095 | 90.8% | |
| 1 | 109 | 9.0% | |
| (Missing) | 2 | 0.2% |
SSAGA_Mj_Age_1st_Use
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 45.8% |
| Missing (n) | 552 |
| 2 | |
|---|---|
| 3 | |
| 4 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 2 | 240 | 19.9% | |
| 3 | 207 | 17.2% | |
| 4 | 126 | 10.4% | |
| 1 | 81 | 6.7% | |
| (Missing) | 552 | 45.8% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Mj_Times_Used
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_Mj_Use
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_MOBorn
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 1 | |
|---|---|
| 0 | 90 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 1 | 1114 | 92.4% | |
| 0 | 90 | 7.5% | |
| (Missing) | 2 | 0.2% |
SSAGA_PanicDisorder
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | 88 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1116 | 92.5% | |
| 1 | 88 | 7.3% | |
| (Missing) | 2 | 0.2% |
SSAGA_Rlshp
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 677 | 56.1% | |
| 1 | 527 | 43.7% | |
| (Missing) | 2 | 0.2% |
SSAGA_TB_Age_1st_Cig
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_TB_DSM_Difficulty_Quitting
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 72.6% |
| Missing (n) | 876 |
| 5 | |
|---|---|
| 1 | 80 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 5 | 250 | 20.7% | |
| 1 | 80 | 6.6% | |
| (Missing) | 876 | 72.6% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_TB_DSM_Tolerance
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 72.6% |
| Missing (n) | 876 |
| 1 | |
|---|---|
| 5 | 38 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 292 | 24.2% | |
| 5 | 38 | 3.2% | |
| (Missing) | 876 | 72.6% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_TB_DSM_Withdrawal
Highly correlated
This variable is highly correlated with Hypothyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_TB_Hvy_CPD
Highly correlated
This variable is highly correlated with Hypothyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_TB_Max_Cigs
Highly correlated
This variable is highly correlated with Hypothyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_TB_Reg_CPD
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 72.6% |
| Missing (n) | 876 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.833333333 |
|---|---|
| Minimum | 5 |
| Maximum | 30 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 30 |
| Range | 25 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 5.812635156 |
|---|---|
| Coef of variation | 0.5911154396 |
| Kurtosis | 1.785779169 |
| Mean | 9.833333333 |
| MAD | 4.335353535 |
| Skewness | 1.373146862 |
| Sum | 3245 |
| Variance | 33.78672746 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 5 | 148 | 12.3% | |
| 10 | 101 | 8.4% | |
| 15 | 41 | 3.4% | |
| 20 | 32 | 2.7% | |
| 30 | 8 | 0.7% | |
| (Missing) | 876 | 72.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5 | 148 | 12.3% | |
| 10 | 101 | 8.4% | |
| 15 | 41 | 3.4% | |
| 20 | 32 | 2.7% | |
| 30 | 8 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 8 | 0.7% | |
| 20 | 32 | 2.7% | |
| 15 | 41 | 3.4% | |
| 10 | 101 | 8.4% | |
| 5 | 148 | 12.3% |
SSAGA_TB_Smoking_History
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 3 | |
| 2 |
| Value | Count | Frequency (%) | |
| 0 | 635 | 52.7% | |
| 3 | 330 | 27.4% | |
| 2 | 138 | 11.4% | |
| 1 | 101 | 8.4% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_TB_Still_Smoking
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_TB_Yrs_Since_Quit
Highly correlated
This variable is highly correlated with Hypothyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_TB_Yrs_Smoked
Highly correlated
This variable is highly correlated with Hypothyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
SSAGA_Times_Used_Cocaine
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | 43 |
| 5 | 43 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1118 | 92.7% | |
| 1 | 43 | 3.6% | |
| 5 | 43 | 3.6% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Times_Used_Hallucinogens
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | 63 |
| 2 | 50 |
| Value | Count | Frequency (%) | |
| 0 | 1059 | 87.8% | |
| 1 | 63 | 5.2% | |
| 2 | 50 | 4.1% | |
| 5 | 32 | 2.7% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Times_Used_Illicits
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.530730897 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 78.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.166825648 |
|---|---|
| Coef of variation | 2.198525947 |
| Kurtosis | 4.164209085 |
| Mean | 0.530730897 |
| MAD | 0.8322424697 |
| Skewness | 2.260683195 |
| Sum | 639 |
| Variance | 1.361482092 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 0 | 944 | 78.3% | |
| 2 | 85 | 7.0% | |
| 1 | 70 | 5.8% | |
| 4 | 50 | 4.1% | |
| 3 | 38 | 3.2% | |
| 5 | 17 | 1.4% | |
| (Missing) | 2 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 944 | 78.3% | |
| 1 | 70 | 5.8% | |
| 2 | 85 | 7.0% | |
| 3 | 38 | 3.2% | |
| 4 | 50 | 4.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 17 | 1.4% | |
| 4 | 50 | 4.1% | |
| 3 | 38 | 3.2% | |
| 2 | 85 | 7.0% | |
| 1 | 70 | 5.8% |
SSAGA_Times_Used_Opiates
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | 58 |
| 5 | 44 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1102 | 91.4% | |
| 1 | 58 | 4.8% | |
| 5 | 44 | 3.6% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Times_Used_Sedatives
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | 48 |
| 5 | 33 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1123 | 93.1% | |
| 1 | 48 | 4.0% | |
| 5 | 33 | 2.7% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
SSAGA_Times_Used_Stimulants
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.2% |
| Missing (n) | 2 |
| 0 | |
|---|---|
| 1 | 75 |
| 5 | 38 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1091 | 90.5% | |
| 1 | 75 | 6.2% | |
| 5 | 38 | 3.2% | |
| (Missing) | 2 | 0.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Subject
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
TestRetestInterval
Highly correlated
This variable is highly correlated with OtherEndocrine_ProbOnset and should be ignored for analysis
| Correlation | 1 |
|---|
THC
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
ThyroidHormone
Numeric
| Distinct count | 304 |
|---|---|
| Unique (%) | 25.2% |
| Missing (%) | 30.8% |
| Missing (n) | 372 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.818369305 |
|---|---|
| Minimum | 0.01 |
| Maximum | 13.08 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.67 |
| Q1 | 1.12 |
| Median | 1.54 |
| Q3 | 2.2875 |
| 95-th percentile | 3.6635 |
| Maximum | 13.08 |
| Range | 13.07 |
| Interquartile range | 1.1675 |
Descriptive statistics
| Standard deviation | 1.140320916 |
|---|---|
| Coef of variation | 0.6271118376 |
| Kurtosis | 17.6787453 |
| Mean | 1.818369305 |
| MAD | 0.7764512994 |
| Skewness | 2.999141378 |
| Sum | 1516.52 |
| Variance | 1.300331791 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.14 | 12 | 1.0% | |
| 1.36 | 11 | 0.9% | |
| 0.95 | 10 | 0.8% | |
| 1.78 | 9 | 0.7% | |
| 1.12 | 9 | 0.7% | |
| 1.31 | 9 | 0.7% | |
| 0.92 | 8 | 0.7% | |
| 1.3 | 8 | 0.7% | |
| 1.17 | 8 | 0.7% | |
| 1.16 | 8 | 0.7% | |
| Other values (293) | 742 | 61.5% | |
| (Missing) | 372 | 30.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.01 | 1 | 0.1% | |
| 0.03 | 1 | 0.1% | |
| 0.27 | 1 | 0.1% | |
| 0.33 | 1 | 0.1% | |
| 0.36 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13.08 | 1 | 0.1% | |
| 9.97 | 1 | 0.1% | |
| 8.34 | 1 | 0.1% | |
| 7.61 | 1 | 0.1% | |
| 7.6 | 1 | 0.1% |
Times_Used_Any_Tobacco_Today
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
Total_Any_Tobacco_7days
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
Total_Beer_Wine_Cooler_7days
Numeric
| Distinct count | 36 |
|---|---|
| Unique (%) | 3.0% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.854113656 |
|---|---|
| Minimum | 0 |
| Maximum | 52 |
| Zeros (%) | 53.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 4 |
| 95-th percentile | 14 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 5.478690587 |
|---|---|
| Coef of variation | 1.91957688 |
| Kurtosis | 15.36518363 |
| Mean | 2.854113656 |
| MAD | 3.535373417 |
| Skewness | 3.344787556 |
| Sum | 3365 |
| Variance | 30.01605055 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) | |
| 0 | 645 | 53.5% | |
| 1 | 98 | 8.1% | |
| 2 | 72 | 6.0% | |
| 3 | 65 | 5.4% | |
| 4 | 57 | 4.7% | |
| 5 | 39 | 3.2% | |
| 6 | 36 | 3.0% | |
| 7 | 23 | 1.9% | |
| 10 | 21 | 1.7% | |
| 8 | 21 | 1.7% | |
| Other values (25) | 102 | 8.5% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 645 | 53.5% | |
| 1 | 98 | 8.1% | |
| 2 | 72 | 6.0% | |
| 3 | 65 | 5.4% | |
| 4 | 57 | 4.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 52 | 1 | 0.1% | |
| 42 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 36 | 1 | 0.1% | |
| 35 | 1 | 0.1% |
Total_Chew_7days
Highly correlated
This variable is highly correlated with Avg_Weekend_Chew_7days and should be ignored for analysis
| Correlation | 0.9971733768 |
|---|
Total_Cigarettes_7days
Highly correlated
This variable is highly correlated with Total_Any_Tobacco_7days and should be ignored for analysis
| Correlation | 0.9570617104 |
|---|
Total_Cigars_7days
Highly correlated
This variable is highly correlated with Avg_Weekend_Cigars_7days and should be ignored for analysis
| Correlation | 0.9462721783 |
|---|
Total_Drinks_7days
Numeric
| Distinct count | 44 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.751484309 |
|---|---|
| Minimum | 0 |
| Maximum | 55 |
| Zeros (%) | 35.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 7 |
| 95-th percentile | 18.1 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 7.041604768 |
|---|---|
| Coef of variation | 1.481980011 |
| Kurtosis | 9.646107822 |
| Mean | 4.751484309 |
| MAD | 4.889096077 |
| Skewness | 2.653976508 |
| Sum | 5602 |
| Variance | 49.58419771 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) | |
| 0 | 426 | 35.3% | |
| 1 | 115 | 9.5% | |
| 2 | 94 | 7.8% | |
| 3 | 77 | 6.4% | |
| 6 | 64 | 5.3% | |
| 5 | 56 | 4.6% | |
| 8 | 46 | 3.8% | |
| 7 | 44 | 3.6% | |
| 4 | 44 | 3.6% | |
| 10 | 29 | 2.4% | |
| Other values (33) | 184 | 15.3% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 426 | 35.3% | |
| 1 | 115 | 9.5% | |
| 2 | 94 | 7.8% | |
| 3 | 77 | 6.4% | |
| 4 | 44 | 3.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 55 | 1 | 0.1% | |
| 49 | 1 | 0.1% | |
| 48 | 1 | 0.1% | |
| 47 | 1 | 0.1% | |
| 42 | 1 | 0.1% |
Total_Hard_Liquor_7days
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 2.2% |
| Missing (%) | 2.2% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.204410517 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 69.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 3.153909513 |
|---|---|
| Coef of variation | 2.618633321 |
| Kurtosis | 37.6306572 |
| Mean | 1.204410517 |
| MAD | 1.743676625 |
| Skewness | 5.092678776 |
| Sum | 1420 |
| Variance | 9.947145217 |
| Memory size | 9.5 KiB |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) | |
| 0 | 838 | 69.5% | |
| 1 | 91 | 7.5% | |
| 2 | 82 | 6.8% | |
| 3 | 44 | 3.6% | |
| 4 | 29 | 2.4% | |
| 5 | 20 | 1.7% | |
| 8 | 15 | 1.2% | |
| 6 | 12 | 1.0% | |
| 7 | 10 | 0.8% | |
| 10 | 7 | 0.6% | |
| Other values (16) | 31 | 2.6% | |
| (Missing) | 27 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 838 | 69.5% | |
| 1 | 91 | 7.5% | |
| 2 | 82 | 6.8% | |
| 3 | 44 | 3.6% | |
| 4 | 29 | 2.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40 | 1 | 0.1% | |
| 30 | 1 | 0.1% | |
| 25 | 1 | 0.1% | |
| 24 | 1 | 0.1% | |
| 22 | 1 | 0.1% |
Total_Malt_Liquor_7days
Highly correlated
This variable is highly correlated with Avg_Weekday_Malt_Liquor_7days and should be ignored for analysis
| Correlation | 0.9491251553 |
|---|
Total_Other_Alc_7days
Highly correlated
This variable is highly correlated with Avg_Weekend_Other_Alc_7days and should be ignored for analysis
| Correlation | 0.9033465066 |
|---|
Total_Other_Tobacco_7days
Highly correlated
This variable is highly correlated with Avg_Weekend_Other_Tobacco_7days and should be ignored for analysis
| Correlation | 0.9981866716 |
|---|
Total_Pipes_7days
Highly correlated
This variable is highly correlated with Avg_Weekend_Pipes_7days and should be ignored for analysis
| Correlation | 1 |
|---|
Total_Snuff_7days
Highly correlated
This variable is highly correlated with Avg_Weekend_Snuff_7days and should be ignored for analysis
| Correlation | 0.9405001294 |
|---|
Total_Wine_7days
Highly correlated
This variable is highly correlated with Avg_Weekday_Wine_7days and should be ignored for analysis
| Correlation | 0.9012782036 |
|---|
Weight
Highly correlated
This variable is highly correlated with Hyperthyroidism_Onset and should be ignored for analysis
| Correlation | 1 |
|---|
ZygosityGT
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| MZ | |
|---|---|
| DZ |
| Value | Count | Frequency (%) | |
| 720 | 59.7% | ||
| MZ | 298 | 24.7% | |
| DZ | 188 | 15.6% |
| Max length | 2 |
|---|---|
| Mean length | 1.402985075 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
ZygositySR
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| NotTwin | |
|---|---|
| NotMZ | |
| MZ |
| Value | Count | Frequency (%) | |
| NotTwin | 586 | 48.6% | |
| NotMZ | 323 | 26.8% | |
| MZ | 292 | 24.2% | |
| 5 | 0.4% |
| Max length | 7 |
|---|---|
| Mean length | 5.228855721 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
